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LONDON MATHEMATICAL SOCIETY LECTURE NOTE SERIES Managing Editor: Professor I.M. James, Mathematical Institute, 24-29 St Giles,Oxford 1. 4. 5. 8. 9.
10. 11. 12. 13.
15. 16. 17. 18. 20. 21. 23. 24. 25. 26. 27. 28. 29. 30. 31. 32. 33. 34. 35. 36. 37. 38. 39. 40. 41. 42. 43. 44. 45. 46. 47. 48.
General cohomology theory and K-theory, F.HILTON Algebraic topology, J.F.ADAMS Commutative algebra, J.T.KNIGHT Integration and harmonic analysis on compact groups, R.E.EDWARDS Elliptic functions and elliptic curves, P.DU VAL Numerical ranges II, F.F.BONSALL & J.DUNCAN New developments in topology, G.SEGAL (ed.) Symposium on complex analysis, Canterbury, 1973, J.CLUNIE & W.K.HAYMAN (eds.) Combinatorics: Proceedings of the British Combinatorial Conference 1973, T.P.McDONOUGH & V.C.MAVRON (eds.) An introduction to topological groups, P.J.HIGGINS Topics in finite groups, T.M.GAGEN Differential germs and catastrophes, Th.BROCKER & L.LANDER A geometric approach to homology theory, S.BUONCRISTIANO, C.P. BOURKE & B.J.SANDERSON Sheaf theory, B.R.TENNISON Automatic continuity of linear operators, A.M.SINCLAIR Parallelisms of complete designs, P.J.CAMERON The topology of Stiefel manifolds, I.M.JAMES Lie groups and compact groups, J.F.PRICE Transformation groups: Proceedings of the conference in the University of Newcastle-upon-Tyne, August 1976, C.KOSNIOWSKI Skew field constructions, P.M.COHN Brownian motion, Hardy spaces and bounded mean oscillations, K.E.PETERSEN Pontryagin duality and the structure of locally compact Abelian groups, S.A.MORRIS Interaction models, N.L.BIGGS Continuous crossed products and type III von Neumann algebras, A.VAN DAELE Uniform algebras and Jensen measures, T.W.GAMELIN Permutation groups and combinatorial structures, N.L.BIGGS & A.T.WHITE Representation theory of Lie groups, M.F. ATIYAH et al. Trace ideals and their applications, B.SIMON Homological group theory, C.T.C.WALL (ed.) Partially ordered rings and semi-algebraic geometry, G.W.BRUMFIEL Surveys in combinatorics, B.BOLLOBAS (ed.) Affine sets and affine groups, D.G.NORTHCOTT Introduction to Hp spaces, P.J.KOOSIS Theory and applications of Hopf bifurcation, B.D.HASSARD, N.D.KAZARINOFF & Y-H.WAN Topics in the theory of group presentations, D.L.JOHNSON Graphs, codes and designs, P.J.CAMERON & J.H.VAN LINT Z/2-homotopy theory, M.C.CRABB Recursion theory: its generalisations and applications, F.R.DRAKE & S.S.WAINER (eds.) p-adic analysis: a short course on recent work, N.KOBLITZ Coding the Universe, A.BELLER, R.JENSEN & P.WELCH Low-dimensional topology, R.BROWN & T.L.THICKSTUN (eds.)
49. Finite geometries and designs, P.CAMERON, J.W.P.HIRSCHFELD & D.R.HUGHES (eds.) 50. Commutator calculus and groups of homotopy classes, H.J.BAUES 51. Synthetic differential geometry, A.KOCK 52. Combinatorics, H.N.V.TEMPERLEY (ed.) 53. Singularity theory, V.I.ARNOLD 54. Markov processes and related problems of analysis, E.B.DYNKIN 55. Ordered permutation groups, A.M.W.GLASS 56. Journ&es arithm&tiques 1980, J.V.ARMITAGE (ed.) 57. Techniques of geometric topology, R.A.FENN 58. Singularities of smooth functions and maps, J.MARTINET 59. Applicable differential geometry, F.A.E.PIRANI & M.CRAMPIN 60. Integrable systems, S.P.NOVIKOV et al. 61. The core model, A.DODD 62. Economics for mathematicians, J.W.S.CASSELS 63. Continuous semigroups in Banach algebras, A.M.SINCLAIR 64. Basic concepts of enriched category theory, G.M.KELLY 65. Several complex variables and complex manifolds I, M.J.FIELD 66. Several complex variables and complex manifolds II, M.J.FIELD 67. Classification problems in ergodic theory, W.PARRY & S.TUNCEL 68. Complex algebraic surfaces, A.BEAUVILLE 69. Representation theory, I.M.GELFAND et. al. 70. Stochastic differential equations on manifolds, K.D.ELWORTHY 71. Groups - St Andrews 1981, C.M.CAMPBELL & E.F.ROBERTSON (eds.) 72. Commutative algebra: Durham 1981, R.Y.SHARP (ed.) 73. Riemann surfaces: a view toward several complex variables, A. T. HUCKLEBERRY
74. Symmetric designs: an algebraic approach, E.S.LANDER 75. New geometric splittings of classical knots (algebraic knots), L.SIEBENMANN & F.BONAHON 76. Linear differential operators, H.O.CORDES 77. Isolated singular points on complete intersections, E.J.N.LOOIJENGA 78. A primer on Riemann surfaces, A.F.BEARDON 79. Probability, statistics and analysis, J.F.C.KINGMAN & G.E.H.REUTER (eds.) 80. Introduction to the representation theory of compact and locally compact groups, A.ROBERT 81. Skew fields, P.K.DRAXL
London Mathematical Society Lecture Note Series.
Introduction to the Representation Theory of Compact and Locally Compact Groups ALAIN ROBERT Professor of Mathematics University of Neuchatel
CAMBRIDGE UNIVERSITY PRESS Cambridge London New York New Rochelle Melbourne Sydney
80
CAMBRIDGE UNIVERSITY PRESS Cambridge, New York, Melbourne, Madrid, Cape Town, Singapore, Sao Paulo
Cambridge University Press The Edinburgh Building, Cambridge CB2 8RU, UK Published in the United States of America by Cambridge University Press, New York www.cambridge.org Information on this title: www.cambridge.org/9780521289757
© Cambridge University Press 1983
This publication is in copyright. Subject to statutory exception and to the provisions of relevant collective licensing agreements, no reproduction of any part may take place without the written permission of Cambridge University Press. First published 1983 Re-issued in this digitally printed version 2008
A catalogue record for this publication is available from the British Library Library of Congress Catalogue Card Number: 82-19730 ISBN 978-0-521-28975-7 paperback
CONTENTS
Foreword
Conventional notations and terminology
PART
I
:
1.
2.
3.
4.
5.
6.
7.
8.
9.
10.
vii ix
REPRESENTATIONS OF COMPACT GROUPS
Compact groups and Haar measures
p. 3
Exercises
11
Representations, general constructions
13
E xeccii e s
20
A geometrical application
21
Exenai.ae4
28
Finite-dimensional representations of compact groups
29
(Peter-Weyl theorem)
38
Decomposition of the regular representation
40
Exehci u
51
Convolution, Plancherel formula & Fourier inversion
53
ExeAciz u
61
Characters and group algebras
63
ExeActis u
76
Induced representations and Frobenius-1Veil reciprocity
78
Ex"ci eis
89
Tannaka duality
90
Representations of the rotation group Exeeci6e,o
95 107
vi
PART
II
:
11.
12.
REPRESENTATIONS OF LOCALLY COMPACT GROUPS
Groups with few finite-dimensional representations
111
Exetcih es
116
Invariant measures on locally compact groups and homogeneous spaces
117
E xencus ez
126
13.
Continuity properties of representations
128
14.
Representations of G and of L'(G)
133
Exe,tci s e s
144
15.
Schur's lemma :
unbounded version
145
ExeAci6e4
150
Discrete series of locally compact groups
151
ExeAcii3 e4
162
The discrete series of S 12 (JR)
164
ExeAci es
171
18.
The principal series of S12OR)
172
19.
Decomposition along a commutative subgroup
179
Appendix: Note on Hilbertian integrals
185
Type I groups
187
Exe ccise4
193
Getting near an abstract Plancherel formula
194
Epilogue
201
References
202
Index
204
16.
17.
20.
21.
FOREWORD
These are notes from a graduate course given in Lausanne (Switzerland) during the winter term 1978-79 (Convention romande des enseignements de 3e cycle en mathematiques). This term was devoted to a self-contained approach to representation theory for locally compact groups, using only integral methods. The sole prerequisite was a basic familiarity with the theory for finite groups (e.g. as contained in the first chapter of Serre 1967). For didactic reasons, I spent the first half of the term discussing compact groups, trying to be more elementary and more complete in this part. In particular, I have given several proofs of the main results. For example, the Peter-Weyl theorem is proved first with the use of the Stone-Weierstrass approximation theorem (p.33) and then without it (p.36). The "finiteness theorem" (irreducible representations of compact groups are finite dimensional) is proved first for Banach (or barrelled) spaces ( (5.8)p.46 ), then in the general case (quasi-complete spaces) ( (7.9)p.69 ) and finally in a more elementary fashion for Hilbert spaces ( (8.5)p.81 )
.
Thus I hope that readers with various backgrounds
will be able to benefit from these notes. My way of introducing the subject has forced me to repeat some definitions in the second part where I gradually assume more from my reader (this is particularly so as far as measure theory is concerned). This part in no way claims to be complete and only has an introductory purpose. I consider that the existing books on the subject more than prove that complete treatises on the subject are heavy going...
Finally, I should mention that the representation theory for Lie groups - starting with the rotation group SO3(]R) and compact Lie
groups - was considered in subsequent graduate courses, but has not been included in these notes since differential methods in the representation
viii
theory of Lie groups are probably more readily available in recent texts.
My presentation of the subject has certainly been influenced by R. Godement whose courses introduced me to this field. I would like
to thank him here. I would also like to thank Sylvie Griener who read the manuscript and helped me to detect various inaccuracies, and my wife Ann for hints on language.
July 1982
Alain Robert Institut de Mathematiques Universite de Neuchatel
Chantemerle 20 CH-2000 NEUCHATEL 7 (Switzerland)
CONVENTIONAL NOTATIONS AND TERMINOLOGY
N =10,1,2,.. .} , 7l, Q ,
IR ,
E
fundamental numerical sets
N real quaternions (skew-field, din (H) = 4,IR-basis l,i,j,k) IFq finite field with q elements ( q = pf for some prime p ) p field of p-adic numbers, p D ap ring of p-adic integers
A" group of units in a ring A (k' = k - {0} if k is a field) IR+ multiplicative group of positive real numbers x > 0 (= neutral connected component of ]R')
¢ empty set, Card(X) = number of elements of X countable: finite or denumerable (equipotent to some part of N)
E Ci F injective (one-one into) map xA characteristic function of a subset A c X
:
= 1 on A, = 0 outside A
f1A restriction of a mapping to a subset A c X C(X,E) space of continuous maps f
:
X - E
C(X) = C(X,T), CR(X) = C(X,]R) continuous numerical functions on X Cc(X) subspace of C(X) consisting of functions with compact support Sup ess If : smallest M with IfI M nearly everywhere (on a measured space) f(x)
= f(x-1)
f*(s) = f(s1)
symmetric function on a group G on a unimodular group (cf. (14.2) p.133 in general)
scalar products are always linear in the second factor
a(x I y)
=
(x I ay)
=
(ax
y)
normal subgroup = invariant subgroup (= distinguished subgroup) commutative = abelian ( = Abelian' )
in sec. 20-21, separable group means locally compact group admitting a countable basis for the open sets (hence has a countable dense subset) In = idn = id.
tg, to
unit matrix (in dim n)
transpose of a matrix (A* = tA
,
g = tg
contragredient)
11n vector space of (complex) polynomials in z and degree < n
XG set of fixed points in a group action of G on X Hausdorff space = T2-space (= separated space)
(p.102)
PART
I
:
REPRESENTATIONS OF COMPACT GROUPS
3
1
COMPACT GROUPS AND HAAR MEASURES
Before starting representation theory, it is certainly appropriate to start with a review of examples of compact groups.
EXAMPLES Some matrix groups Let On(JR) denote the group of real n x n matrices which preserve
the standard quadratic form x1 + x2 + ... + xn . Elements of this group
are real n- n matrices g satisfying the relation g g = In (the columns of the matrix g must constitute an orthonormal basis of Iltn). This group is the orthogonal group :
it is a compact subgroup of the general linear group
Gln(]R) in n real variables. Since the relation
= 1 hence detg = ± 1
t
gg = In implies (det g) 2 =
and both cases occur in 0n(R), we see that this
group is not connected. Its index two subgroup SOn(R)
=
0n(JR) o Sln(R)
special orthogonal group
is known to be connected (Chevalley 1946, Dieudonne 1970 (16.11.7) p.68). The first non-trivial group in this series is the circle group
R/7L
(isomorphism)
s SO2 (1R)
.--.e2nit=a+iby b b) ( a 2 + b 2 = 1)
tmod2Z
.
The next one is the rotation group SO3(lR) (we shall study it in detail). For n >, 3, the (special) orthogonal groups SOn(]R) are not commutative.
We can use the complex field E (instead of ]R) and consider the
hermitian form zlz1 + z
+
z 2
2
"'
+ z z on cn, thus defining unitary n n
transformations g as complex n x n matrices satisfying g*g = 1n (recall that g* = tg). The unitary group Un(cE) is a compact connected (loc. cit.)
subgroup of GIn((E). The first such group is the circle group U1(E) (identified with the multiplicative group of complex numbers of modulus 1).
We shall see later that the quotient of U2(E) by its center is (isomorphic to) SO3(]R). Quite generally, the circle group U1((E) can be embedded
diagonally into Un(E), the image of this embedding
U1(0) " Un((E)
4
being the center of the unitary group Un((E). Thus the center of Un(a) is
connected (but the center of On(R) is finite). Imposing furthermore the determinant 1 condition, we define the special unitary groups SUn((t)
Un(¢) n Sln(()
=
.
(The condition g* g = In in Un(iI) implies Jdet
gl2
= 1 and all complex
numbers having modulus 1 are determinants of elements of Un((E). )
The center of SU(T) consists of the scalar matrices of determinant 1 it is a cyclic group of order n isomorphic to the subgroup of nth roots
of 1 (in f or Ul ((E) )
.
Similar considerations hold over the field 1H of real
quaternions (the involution q ), q being the quaternionic conjugation) with respect to the real bilinear form glgl + g2g2 + ... + gngn . But since this field ]H is not commutative, some care has to be taken with
respect to the representation of H-linear mappings from Hn into itself by quaternionic n x n matrices (one should say left ]H-linear mappings
to be quite precise). Thus one can construct compact connected groups
Un(H) 7 SUn(H), which are also called symplectic groups. The three series SOn(JR)
(n , 3), SUn((E)
(n > 2) and SUn(H)
(n , 1) are the classical groups. Together with five exceptional groups, they exhaust the list of compact connected "simple" groups (more precisely, their center is finite and the
quotient by their center is simple).
Some connected groups (not Lie groups) The simplest example of a compact connected group which is not a Lie group. is certainly the group G = (]R/7L) N (infinite product of
circle groups). This group is commutative and each neighbourhood of its
neutral element 0 contains a subgroup Gn
=
(03 x (]R/7l)[n,coE
(this follows immediately from the definition of the product topology). Thus G contains arbitrarily small subgroups. More generally, let (G i)1
be a family of (non-trivial) compact connected groups. The product G = TT Gi is also a compact and connected group. Since a topological
group is metrizable exactly when there is a countable fundamental system of neighbourhoods of its neutral element, we see that such products are
5
metrizable precisely when the family I is countable. For compact groups, the following properties are equivalent (cf. also (5.11) ) i) G is metrizable, ii) G has a countable basis for open sets.
They imply iii) G is separable (there is a countable family which is everywhere dense in G).
Totally discontinuous groups In any topological group G, the connected component of the
neutral element G° is a closed and normal subgroup. When G° = {e} only connected subsets of G are the points (and the empty set ! )
,
the
and
G is totally discontinuous. In general, G/G° will be totally discontinuous. A locally compact space which is totally discontinuous has the following property :
each point has a fundamental system of open and closed neigh-
bourhoods (Bourbaki 1971, TG II cor. of prop.6 p.32). The simplest example
of totally discontinuous compact group is the cantor group G
=
(2Z/27L)N
Its elements are the infinite sequences a = (an) with an = 0 or 1 (n C IN).
The topological space
underlying this group
is usually obtained by
removing successively from the unit interval I = [0,11, its middle third ]1/3,2/3[ , then removing from each remaining interval its (open) third, etc... (cf. picture below). The intersection of this decreasing family of compact sets is the Cantor set. The topology induced by the real line coincides with the product topology when elements of this set are represented in the dyadic system (as usual).
open closed subgroup defined by ao = a1 = 0 open closed subgroup defined by ao = 0
elements
a = (10 ...) elements a = (1 1 ...)
6
The Cantor group is commutative and is not the most interesting totally discontinuous group. More sophisticated examples of totally discontinuous groups occur naturally in two contexts.
p-adic groups. The topological ring of p-adic integers 7Lp can be defined either as
(here, p is any prime number) completion 2Z(P)
of the local ring I (p) C
(consisting of
fractions a/b with b not divisible by p), or as
inverse limit
7l/pnZZ
(with respect to the canonical
n homomorphisms
7L/pn+17L --* 27./pn7l of finite rings).
The second definition makes obvious the fact that 2zp is compact. The
additive group 7lp and the multiplicative group Zlp are compact commutative groups. The groups
Gln(7lp)
p-adic n xn matrices g with det g e 7Lp
are good examples of totally discontinuous compact groups (for n > 2, these groups are not commutative).
Galois groups. Let k be any field, ks denoting a separable closure of k (in some algebraic closure k of k). The group G
=
Gal(ks/k)
=
Autk(ks)
is a compact topological group with respect to the Krull topology. Recall that this topology on G is defined by taking for fundamental system of neighbourhoods of the neutral element of G (the identity of ks) the subgroups G' = Gal(ks/k') for all finite (separable) subextensions k' of k. These subgroups G' are both open and closed so that G is totally discontinuous. Moreover, with this topology, there is a Galois correspondence (inclusion reversing) closed subgroupst of G
H
=
Gal(ks/L)
(intermediate extensions between k and k'
L = Fixed field under H
Compact totally discontinuous groups are always pro-finite groups.
7
HAAR MEASURE The main analytical tool in the study of compact groups is the Haar integral. We shall construct this integral (or Radon measure)
for
continuous functions only, assuming that the reader is familiar with the extension procedure to Borel functions and sets (and eventually to measurable sets). However, very little of the abstract integration theory is needed : LP spaces can be defined abstractly as suitable completions of the space of continuous fonctions (l c p < o
, p = 1 and 2 being the
most important cases). Negligible sets can be defined as those sets N for each
which have the following property :
c > 0, there is a continuous
positive function f = fE which has a restriction to N, fN >,,l and integral
smaller than E. Here is the main statement. Theorem. Let G be a compact group. Then, there is a unique linear form
m
:
C(G)
--s
¢
( C(G) :
space of continuous maps G -- cE )
having the properties 1. m(f) > 0
for
f
(m is positive)
0
(m is normalized) , 3. m(sf) = m(f) for sf(g) = f(s-1g)
,
2. m(1) = 1
( s , g e: G)
(m is left invariant) Moreover, this linear form m is also right invariant 4. m(fs) = m(f) for fs(g) = f(gs)
(s , g c G)
The proof of this theorem can be based on the following two classical results.
a) (Ascoli's theorem) Let X be a compact topological space, E a Banach space and
a subset of CE(X) = C(X;E) (Banach
space of continuous mappings X --3 E with the uniform norm). Then 4i is relatively compact (i.e. has a compact closure in CE(X)
all sets
)
if and only if
is equicontinuous and
(x) = {f(x) : f E q51 (x E X) are relatively
compact in E. (cf. Dieudonne 1960, p.137 for the metric case, or Rudin 1973,
.)
b) (Kakutani's fixed point theorem) Let E be a Banach space (or any locally convex topological vector space), K a convex ;4
compact subset of E, and G a compact group acting linearly on E. If the action
,
:
G --6 Gl(E) leaves K invariant
8
i = A(G) is equicontinuous, then there
A(9)K C K (g (E G) and
is a fixed point of G in K. (cf. Rudin 1973,
.)
Here is a construction of the measure m. For f c C(G) (i.e. f is a continuous complex valued function on G) we denote by Cf the convex hull of all left translates sf (s E G) of f. Thus, the
elements of Cf are the functions which are finite sums of the form
L
finite
ai f(six) with
a > 0 and
i
Eai
=
1
Clearly if g c Cf
Maxlf(x)I =
= MaxIg(x)
ItgIf
G
IIf II
G
In particular, all sets Cf(x) _ g(x)
:
g e Cfj are bounded and relatively
compact in C. On the other hand, since G is compact, f is uniformly
continuous on G:
for each c > 0, there exists a neighbourhood V = V.
of
the neutral element e e G with the property
y lx E V
:
If (y) - f (x) < E
Since (s-Iy -ls-lx = Y-1 ss- ix = Y-1 x Isf(y) - sf(x)j < e
,
we shall also have
as soon as
y lx e V
Making convex combinations of these, we also infer Ig(y) - g(x)I < r-
as soon as
y lx e V
(all gE Cf).
This proves that the set Cf is uniformly equicontinuous. By Ascoli's theorem, we conclude that Cf is relatively compact in C(G). Let Kf denote the closure of Cf in C(G): this is a compact convex set. The
compact group G acts by left translations (isometrically) on C(G) and leaves Cf hence also Kf = Cf invariant. Kakutani's theorem asserts then that there is a fixed point of this action of G in Kf . Such a fixed
point is a constant function
sg
=
g
(s c G)
g(s-1)
= sg(e) = g(e) = c (s c G).
Such a constant has the property of being approximated by elements of Cf i.e. convex combinations of left translates of f
:
for each E>0, there are finitely many si e G and ai > 0 with Z ai = 1 and I c - E aif (six) ( < e (x e G)
(1) .
9
Let us show that there is only one constant function in Kf. For this, we start the same construction with right translations of f (we can apply the preceding construction to the opposite group G' of G, or the function fl(x) =
f(x-
)
...) ,
obtaining a relatively compact convex set Cf
with compact convex closure Kf containing a constant function c'. It will be enough to show c = c'
(all constants c in Kf must be equal to one
chosen constant c' of Kf , and conversely !). There is certainly a finite combination of right translates which is close to c'
I c' - Ebjf(xtj) I < r- (for some tj c G, bj
0 with
1).
Let us multiply this equality by ai and put x = si Ic'ai - Z aibjf(sitj)I
0
1
if
m(af) = am(f)
(Kf = Z1 j
if f = 1)
f >' 0 if a is any complex number (Kaf = aKf)
m(sf) = m(f) = m(fs)
(by uniqueness)
.
Our proof will be complete if we show that m is additive (hence linear). Let us take f , g c C(G) and start with (1) above with c = m(f). Put
moreover h(x)
=
7- aig(six)
Since h E Cg , we certainly have Ch C Cg whence Kh e Kg . But the set Kg contains only one constant :
m(h) = m(g)
. We can write
10
(m(h)
- 7 bjh(tx) I
<E
for finitely many suitable tj e G , bj > 0 and Z.bj = 1 . Using the defini-
tion of h and m(h) = m(g), we find
Im(g) - 2 aibjg(sitjx) I
< g
i,j
But multiplying (1) by bj ,
replacing x by tjx in it and summing over j
we find
i m(f) - E aibf(sitx) i,j
<e
(6)
Adding (5) and (6), we find
I m(f) + m(g)
- Fi,3 aib j (f + g) (sitjx)
2g
Hence the constant m(f) + m(g) is in Kf+g : but the only constant of this compact convex set is m(f + g) .
q.e.d.
This measure m on G is the (normalized) Haar measure of the compact group G. Instead of m(f), we shall often write f(x) dm(x) or even,more simply
ff(x) dx
J
fG
This notation will also be used for the (regular Borel) extended measure and integrable functions f E L1(G) = LI(G,m). It is countably additive. For example, the invariance under translations implies that points of G
have same measure, and since m(G) = 1, we infer
m(teI) > 0 : G finite group In this case, the (normalized) Haar measure of G is simply given by m((ej) m(f)
=
=
1/n
(n = Card G)
n L f(x)
,
(f in the group algebra of G)
In the opposite case, m(te)) = 0, all points have measure 0 and G cannot be countable (by countable additivity of m, m(N) = 0 for all countable sets in G :
countable sets of G are negligible).
The measure of a subset of G is (by definition) the measure (or integral) of the characteristic function of this set. For measurable sets (or more simply Borel sets), m(A) is at the same time the suprenum of the measures m(K) of the compact subsets of A, or the infimum of the measures m(U) of the open neighbourhoods U of A.
11
EXERCISES
1. Let G be a compact group and m its Haar measure. Show
that m : CG) -+ 1? is continuous (CG) is the Banach space with respect
to the sup norm ). Hint : use -//f// < f(x) < lift/ (f EC.R(G), x E G). 2. Take for G the Cantor group. What is the measure of the subgroup defined by a0 = 0 ? Same question for the subgroups defined by Deduce from the preceding observations an expression
ai = 0 for i < n .
for the Haar integral of a locally constant function. This gives a good "feeling" for the Haar integral of any continuous function (any such function is uniformly continuous hence uniformly approximable by locally constant functions and ex.l can be applied). Let now I = [0,1] be the unit interval and consider G as embedded (topologically and metrically) in I. Show that G is a Lebesgue negligible set in I. The measure m on I (with support G) is not absolutely continuous with respect to Lebesgue measure (m is singular with respect to Lebesgue measure). The function f on I defined by f(x) = m([0,x])
is increasing and continuous. It is continuously differentiable in I - G (remember that G is negligible) with f'(x) = 0 for x 6t G. However, f is
not constant in I ! (One should recall that if f is differentiable outside a countable subset A of I with f'(x) = 0 for all x 4C A, then
f is constant. One cannot replace the assumption A countable by A negligible.)
3. Let p be any prime number and consider the Haar measure m of the additive (compact) group 7l P
subgroups pna P
.
What is the measure of the
?
Show that the restriction of m to 76 " is (proportional to) P a Haar measure of this multiplicative group. Hint: observe that 1 + p7l P is a subgroup of index p-1 in the multiplicative group M " . Observe
P is a subgroup of index pn-1 of the multiplicative
then that 1 + pn72
p group 1 + p7L
P
(similarity with :
pna is a subgroup of index
pn-l
P
in the additive group p7Lp , and a subgroup of index pn in Mp ).
More precisely, show that the restriction of to 7dp
is the normalized Haar measure of this multiplicative group.
12
4. Show that the Haar measure of SO2(R) is given by (the
absolute value of) the differential form db/(2na) = -da/(2nb)
in terms of the parameters a and b of x = ( b a ( a2 +b
2
= 1
Show similarly that the Haar measure of U1(0) is given by (the absolute value of) the differential form (this is a real 1-form)
dz/(27tiz)
in term of the parameter
z E 2",
Izi = 1
.
(Remark. Although very few books insist on this point, a measure is canonically associated to the absolute value of a real exterior differential form (on an oriented manifold). For example, Lebesgue measure 2
dxdy in 1?
is the absolute value of the exterior 2-form dx A dy :
= IdxA dy/.
dxdy
The relation dy A dx
theorem : dxdy
=
= - dx A dy is thus compatible with Fubini's
dydx. )
5. Let m be the (normalized) Haar measure of a compact group G. Show that m(f) = m(f) (remember that f(x) = f(x-1) ) for f E C(G)
or f E L1(G). This equality is usually written
f f(x) dx
=f
G
f(x1) dx
G
v
(Observe that f y m(f) is a Haar measure on G and use the uniqueness part of the theorem on Haar measures.)
13
2
REPRESENTATIONS, GENERAL CONSTRUCTIONS
If E is a (complex) Banach space, we denote by Gl(E) the group of continuous isomorphisms of E onto itself (if u is linear, conti-
nuous and bijective, u 1 will automatically be continuous, but we can require more simply u and u-1 to be continuous... and we should do it if E were a more general locally convex topological vector space...). A representation 7[ of a compact group G in E is a homomor-
phism
it
:
G
--*
Gl (E)
for which all maps
G-) E
s
> 7c (s) v
(v GE)
are continuous. (I sincerely hope that the choice of Greek letter it
for
representations will not induce any confusion with the number n = 3.14... even
when both appear, e.g. for representations of rotation groups,
where angles have to be introduced !)
The space E = EX
in which the representation takes place
is called representation space of s. A representation -rt of a group G in a vector space E canonically defines an action (also denoted it)
it
:
G.E
E
(s,v) H X(s) v The definition requires that this action is separately continuous. The action is then automatically globally continuous (this implication holds quite generally for barrelled spaces, as is explained in
Bourbaki 1963 INT. Chap.VIII
§ 2
Prop.l p.130) .
One should require global continuity of the action in the definition for general locally convex topological vector spaces.
We say that the representation it is unitary when E = H is
a Hilbert space and each operator it(s) (s e G) is a unitary operator (thus each it(s) must be isometric and surjective). Thus it is unitary
14
when E = H is a Hilbert space and
,rc(s) *
=
Tt(s)-1
=
IC
(s-1)
(s e G)
The representation it of G in E is said to be irreducible when E and (0} are distinct and are the only two closed invariant subspaces under all operators it(s) (s E. G) (topological irreducibility).
Two representations
it and sc' of a same group G are called equivalent
when the two spaces over which they act are "G-isomorphic", i.e.
when there exists a (continuous) isomorphism A : E --> E' of their respective spaces with
A (TC(s)v)
(s G, vEE)
i'(s)Av
=
.
More generally, continuous linear operators A : E -s E' satisfying
all commutation relations A Tr(s), = n' (s) A ( s c G) are called intertwining operators or G-morphisms (from it. to
Tc') and their set
is a vector space denoted either by
or by
HomG(E,E')
Hom(it, it' )
The following two propositions are relatively elementary. The first one does not even use compactness of G whereas the second one uses the Haar measure of G for averaging over G (the reader who has some familiarity with the representation theory of finite groups will have no difficulty in recognizing how the algebraic proof has been adapted to our analytical context). (2.1) Proposition. Let it be a unitary representation of G in the
Hilbert space H. If H1 is an invariant subspace of H (with respect to
of H1
all operators i(s) , s E G) , then the orthogonal H2 = H1 in H is also invariant.
Proof. We have to show that if v a H is orthogonal to H1
,
then all
ic(s) v are also orthogonal to H1 (s e G). This is obvious since for
any x e H1 we can write (XI X(s)v)
=
(rz(s)*x v)
_
(m(s-1)x I v)
=
0
by assumption (ic(s-1)x also lies in H1
q.e.d.
(2.2) Proposition. Let it be a representation of a compact group G in a
Hilbert space H. Then there exists a positive definite hermitian form which is invariant under the G-action, and which defines the same topological structure on H.
15
Proof. Since the mappings s --o
s
--p
rt.(s)v are continuous, the mappings
(v,w c- H)
(TL(s)v I X(S)W)
will also be continuous (continuity of the scalar product in H x H). We can thus define
=f
-T (v,w)
(Tc(sjv t' it(s)w) ds G
using Haar integral. It is clear that T is hermitian and positive. Let us show that it is non-degenerate and defines the same topology on H. Since G is compact, it(G) is also compact in GL(H) (strong topology in this
space). In particular, Tt(G) is simply bounded whence uniformly bounded
(Banach-Steinhaus theorem: Rudin 1973 pp.43-44). Thus there exists a
positive constant M > 0 with
(s EG, v .H)
II7t(s)v1I < MNvll
.
We thus see that 11v11 = II Tt(s-1)TC(s) V II < MNtt(s) vii 5 M211vI1 and thus
M 111vIi , Iixt(s) v1I 5 MIIvJ Squaring and integrating over G, we find
m-2
2 11v 11
4 p(v,v) 6
M211v112
.,
Thus q(v,v) = 0 obviously implies lvll = 0 and v = 0. At the same time,
we see that (Q and
11
112 induce equivalent topologies (equivalent norms)
on H. Finally, invariance of T comes from invariance of the Haar measure
(f(T[(t)v,n(t)w) =
= $G (Tt(st)v 7t(st)w) ds =
f f (st) ds = f f (s) ds = j f (s) ds = G
G
t
This shows that it is p -unitary as desired.
(f (v,w) .
G
q.e.d.
From these propositions follows that any representation of a compact group in a Hilbert space is equivalent to a unitary one, and any finite dimensional representation (the dimension of a representation is of course the dimension of its representation space) is completely reducible (i.e. direct sum of irreducible ones).
16
When E is still finite dimensional, say E = fin, we know that
any hermitian form p can be put in diagonal form. Hence, the unitary
group U(p) with respect to p is conjugate to the standard unitary group Un((E) in Gln(U). In particular, the second proposition shows that any compact subgroup G of GLn(E) is contained in a conjugate of Un((E)
(apply that proposition to the identity representation G
Gln(cm) ).
We see thus that the conjugatesU(p) of Un(E) are the maximal compact One can show similarly that the orthogonal group
subgroups of Gln((E) .
0n(JR) is a maximal compact subgroup of Gln(JR), and all maximal compact
subgroups of Gln(R) are conjugate to this one.
GENERAL CONSTRUCTION OF REPRESENTATIONS The main interest of the notion of representation of (compact) groups comes from the fact that each such group has indeed some canonical representations. We shall even construct faithful representations of any compact group G (n (s) = idE = 1E only for s = e neutral element of G ). For 1 < p < oo let LP(G) = LP(G,m) denote the Banach space obtained by
completing the space C(G) normed with
Ilfllp
=
JG
If(s)I' ds
In particular L2(G) is a Hilbert space since its norm derives from the
scalar product
(f I g)
=
JG
f(s)g(s) ds
In any space of functions on G, we define left translations by (Q(s)f)(x)
= f(s-lx)
(if we do not want to identify elements of LP(G) with functions, or classes of functions, we can simply extend translations from C(G) to
LP(G) by continuity). Thus we have
I (s) Q (t)
=
(s, t E G)
C (st)
and we get homomorphisms
t : G -* Gl(E) with any E = LP(G)
,
,
s r- e (s)
1 < p < °°. Let us check that these homomorphisms
are continuous (in our representation sense). For fixed 8 > 0 and f e LP(G),
we can find a continuous function h e C (G) with [If - h 11 < & (the norm is the p-norm of LP(G) ). For s and t in G, we have
17
Q(s)f - t(t)f II < 11t (s) (f - h) II
+
IIt(s)h - £(t)h II
+
IIt(t) (h - f) II
But, by invariance of the Haar measure, all operators e(s) are isometric
and thus IIQ(s)(f - h) II
IIt(t)(f - h)II
=
If - h II < E
=
.
On the other hand, since h is continuous and G is compact, h is uniformly
continuous and
Q(t)h - .(s)h
uniformly when t -+ s
A fortiori, L(t)h -- t (s)h in the norm of LP(G) and we can find a neighbourhood Vs of s such that
tEVs ==+ lI$(s)h-Q(t)hii< E We shall then have II G(s)f - 2(t)f II < 3 E . This proves that all mappings G
--+
LP (G)
t(s)f
s
,
are continuous and the homomorphisms
t
( f E LP (G) )
are representations. These are
the left regular representations of G. The right regular representations of G in the Banach spaces LP(G) are defined completely similarly with
(r(s)f) (x)
( f E LP(G)) .
f(xs)
=
With this definition of right translate, one has indeed r(st) = r(s)r(t). One can also consider the biregular representations
R, x r of G x G in
LP(G)
R x r (s,t) (f) } (x)
=
defined by
and its restriction to the diagonal
f (s-lxt)
(f E Lp(G) )
G -+ G h G , s H (s,s)
which is the adjoint representation of G. It is defined by
{Ad(s) f } (x)
=
f (s-1xs)
( f c LP(G) )
.
The regular representations are faithful (for any couple of distinct points s,t in G ,
there is a continuous function f with
f(s) = 0 and f(t) # 0) , but the adjoint representation can be trivial (this is the case when G is commutative !).
18
There are other general examples of representations. They are obtained by some functorial constructions. We have already alluded to the direct sum of representations (when we mentioned complete reducibility of finite dimensional representations of compact groups). Here are some examples of these constructions.
Let
TL :
G -- Gl(E) and
Tt'
G' -- Gl (E') be two represen-
:
tations. We can define the external direct sum representation of G x G'
in E $ E' by
rd? Tt'
(s,s')
=
it(s) a 7t(s')
(s r= G, s' E G')
.
When G = G', we can restrict this external direct sum to the diagonal G of G x G ,
obtaining the (usual) direct sum of it and it'
G -s Gl (E ®E' )
it tB Td
s
'--301
it(s) ® re (s)
One can also define the external tensor product r ®7t' as a representation
of G x G' in E x E' (let us assume that one of the two spaces E , is finite dimensional ,
E'
so that this algebraic tensor product is complete :
in general, some completion has to be devised). It is defined by M ® TC
(s,s')
(s 6 G, s' E G')
= 7t(s) ® rc! (s')
.
The (usual) tensor product of two representations of the same group G is again the restriction to the diagonal of the external tensor product (G = G') and is simply given by TC ®T!!
(s,t)
( s, t E G )
='it(s) 07C(t)
This is a representation of G acting in E ®E'.
7t'
= TC , one can define TCOD 7I
=
.
In particular, taking
rot and by induction, all (tensor)
powers
Tton
= 7C® Ti ® ... 0-11
(n terms)
.
These powers can be restricted to symmetric (resp. anti-symmetric)
tensors. We thus obtain definitions of the symmetric powers s7t
(resp. anti-symmetric powers /fin 7C) of 7C . When it: C - * Gl(E) is a given representation of G, we can also define the contragredient representation
c of it. This representation
acts in the dual E' (Banach space of continuous linear forms on E) of E,
19
and is defined by
tr (s-1)
=
n(s)
(s EG)
(since transposition reverses the order of composition of mappings t(A B) = tB to , it is necessary to reverse once more the operations by taking the inverse in the group :
in this way ic(st) = *(s)n(t) as is
required for a representation !) . When E = H is a Hilbert space, we can define the conjugate it of it as a representation acting in the conjugate
H of H. Recall that this space H has same underlying additive group as H, but the scalar multiplication in H is twisted by complex conjugation. More precisely, the external operation of scalars in H is given by (a,v)
a dot in H).
1
The scalar product (. .)
(v I w)
_
of H is defined by
(v i w)
(= (w i v) )
This suggests that an element v of H is written v when we consider it as element of the dual Hilbert space H. With such a notation, we have
av
=
(a e (E) and (v w)-
The identity map H --* H ,
_
(v I w)
v b-+ v is an anti-isomorphism. The conjugate
of it is simply defined by E(s)
= tr(s) in H .
Since the (complex vector)
subspaces of H and H are the same by definition, it and it are reducible or irreducible simultaneously. However, it is important to distinguish these two representations (in particular, they are not always equivalent).
Any orthonormal basis (ei) of H is also an orthonormal basis of R, but a decomposition v
V
= L
= E viei in H gives rise to the decomposition (complex conjugate components) in H .
Thus the matrix representations associated with 7r and n in the bases (ei)
(=
(ei) ) of H (resp. H) are complex conjugate to one another.
When it is unitary, the contragredient it and the conjugate r of it are equivalent (ex.2 below). There is another general procedure for constructing representations of G :
it is induction starting from a representation of a
(closed) subgroup of G. We shall give its definition in sec.8 below
20
EXERCISES
1. Show that the left and right representations f and r of a group G (in any LP(G) space) are equivalent.
(Hint: consider the mapping f '-o f defined on any space of functions on G where f(x) = f(x-1).)
2. Let it be a unitary representation of a group G. Show that
7r and is are equivalent.
(Hint : Riesz' theorem asserts that H --) H' , v .'---s (v f . ) is a complex isomorphism.) 3. If it and
rr' are two representations of the same group G
(acting in respective Hilbert spaces H and H'), show that the matrix coefficients of rr ® rC'
and (e. 0
(with respect to bases (e.) of H, (e'.) of H' 3
of H 0 H' ) are products of matrix coefficients of it and rr'
(Kronecker product of matrices).
4. Let 1n denote the identity representation of a group G in dimension n ( the space of this identity representation is thus an and In (s) = idan for every s E G) . Show that for any representation
7C of G, 7C ® 1n
is equivalent to rr® rz ® ... ®7r (n terms)
.
5. (Schur's lemma) Let k be an algebraically closed field, V a finite dimensional vector space over k and
y5 any irreducible
family of operators in V (the only invariant subspaces, relatively to all operators belonging to P , are £Oj and V) . Then, if an operator A commutes
with all operators of
45 , A is a multiple of the identity operator (i.e.
A is a scalar operator). Hint: take an eigenvalue a (in the algebraically closed field k) of A and consider A - al, which still commutes with all
operators of
C3 . Show that Ker(A - al)
(
(01 ) is an invariant subspace.
21
A GEOMETRICAL APPLICATION
3
In this section, we shall answer the following
uec
stion :
Which are the bounded symmetrical star-shaped (with respect to the origin) bodies in]R3 having all plane sections through the origin of
equal area? Obviously spheres (with center at the origin) have the required property. We shall show that there are no others... Let K be any bounded star-shaped (with respect to the origin) subset of n3. We shall assume that K is closed (hence compact) and describe this body by the function on the unit sphere
f(r)
Sup{. >0: Xr 6K I
=
(117", I= 1).
Since we want to evaluate areas, we assume that f is measurable hence integrable (it is true that this follows from the fact that K is closed, but our object is not to insist on these measure theoretic questions...). Areas can be evaluated in polar coordinates according to the well known formula
f 2n
P(p) 2
0
dr
In our case, if Urll = 1
i.e. I on the unit sphere S2 c Il23, we denote by
,
Af(r) the area of the planar section (of K) orthogonal to r. Using the
circle
r
= { sY
:
Af (r)
sY 1 r , =
Us U = 1] c S2, we can express this area by
zf
f (1) 2 ds
(ds = U dI U ).
Thus our assumption on K means that Af is a constant function (and we must show that f is constant when it is even,i.e. K is symmetrical). Let us study more systematically the operator
J
:
f -. Jf
,
Jf (r)
_ pp
f (s) ds
pT We shall show that J is one to one on even functions (in other words, the kernel of J consists precisely of odd functions). As a consequence, the
22
only functions f such that if = constant, are the constant functions f (describing spheres).
Even more precisely, we shall determine all eigenvalues of the operator J in L2(S2), or in L2
even
L2(S2/±l)
(S2). =
=
L2(IP2)
Thus1P2 represents the real projective plane. Technically, we need a first lemma.
(3.1) Lemma. Assume that the operator J is given on continuous functions f by the above integral formula. Then J is continuous in quadratic mean L2(1P2),
and extends continuously to the space L2(IP2). Moreover, if f e_
the integral expression of J is still valid for nearly all r Proof. Let el be the first element of the canonical basis of1R3 and 11 denote the orthogonal circle to el (on S2). Take an arbitrary rotation
= r, so that T = g 'l. We can make the isometric
g e S03(R) and put g el
change of variable (transformation with Jacobian 1) g1 = s in the integral for Jf(r)
if (r')
f
_
ds
(f continuous)
f (g s?1) dsl
=
yr'
1
Thus
O) are irreducible subspaces of L2QP2). Proof. In any direct sum decomposition
Vn
= Vn 49 Vn
VK
=
(V' and V"
we must have
n
V, K ® V, K
n
n
G-invariant subspaces of Vn),
26
If we can show that dim Vn = 1, we shall necessarily have V,K = Vn'K =
VV =
0 .
0
By the preceding lemma (3.3) it would follow Vn =
0 or
0 or
whence the irreducibility. Thus we shall prove that Vn has
dimension 1. But elements of this space Vn are functions which depend only on x. In Dn , such polynomial functions must be linear combinations
of
xn,
xn-2 (y2 + z2) =
xn-2
(l - x2)
...
,
A basis for Mn is thus constituted of polynomials
xn , xn-2 , ... , x 2 Hence dim Mn = Zn + 1 (recall that n is even ! ) and also
dim VK
=
dim Dn
-
dim Mn_2
=
1
This completes the proof, but we observe that the formula dim Mn = Zn + 1
corresponds to a decomposition
rn
=
Vn ® Vn-z ® ... ® VZ ® Vn
(Vn = Vo = ¢ )
where each VK is a line (i.e. has dimension 1).
q.e.d.
From the analysis just made, it follows that the intertwining operator (or G-morphism) J must leave each Vn subspace (n even >, 0)
invariant and operate like a scalar in each of them (Schur's lemma, cf. ex. 5 of sec.2). We have to determine these constants (to show that
none of them is 0! Jn
)
= JI= An idsn
(n even > 0).
Vn
(3.5) Lemma. The scalar product of two functions fl, f2 which depend only on x on the unit sphere S2 (i.e. fi
(f11 f2)
= JJS 2
.
L2(K\G/K))
f1f2 dT
n =
is given by
1
2Ti0f f1(cos 9) f2(cos 9) sin 9 d8 = 27E lf fl(x) f2(x) dx
The proof of this lemma is obvious (exercise !).
From this lemma follows
that we obtain a sequence of orthogonal polynomials Pn E Vn (n even > 0 )
by orthogonalization of the sequence of even powers 1, x2,
... for the
usual scalar product on [-1,+1] ("isomorphic" to K\G/K up to the t sign). We know that we can take the Legendre polynomials (of even index). These
27
polynomials are given by the Rodrigue's formula (cf. Robert 1973)
Pnx) W
n d n(x2
=
n
n.
Successive integrations by parts show indeed that these nth derivatives
define a sequence of polynomials with deg(Pn) = n
Pn orthogonal to xm for m < n
and
.
On the other hand, Leibniz' formula for the nth derivative of a product can be used with
(x2
- 1)n
(x + 1)n(x - 1)n
=
and we thus see easily that Pn(1) = 1 (this is the usual normalization condition, justifying the introduction of the factor (2nn!) -1 in front
of the nth derivative). Thus we have Vn
=
(E Pn
(n even >,O)
and the computation of the eigenvalue an of the operator Jn = JIV
n
reduced to finding the value of J(Pn) at one particular point:
n
=
nPn(1)
=
is
J(P0)( 1)
But by definition of J, we have
J Pn( 1 ) = f
Pn(sl) dsl
xl
2n =
J0
Pn(0) dT =
2n Pn(0)
(we identify Pn to a function on S2 in the obvious way...) .
It
only remains to determine the value of Pn at the origin (this value is 0 for odd n's since Pn has the same parity as n, and only even n's are interesting for us). This value P (0) is the constant term of the n polynomial Pn , in the nth derivative; this term comes from the nth power of x in (x2 - 1)n .
of xn
The binomial formula gives this interesting coefficient
it is (-1)zn (ri/2
Summing up, we find that Pn(0) (n even >,O
is the product of (2nn!)-1 (normalization coefficient in Rodrigue's formula), n! (coming from the nth derivative of xn) and (-1)n/2(nn2)
(binomial coefficient of xn in (x2 - 1)n)
Finally,
n
(-1)n/2 2x (nn(n(2)3) ...4321 =
# 0
(n even >0)
)
28
EXERCISE
Generalize the results of this section for the canonical Sn-1 C 1Rn as follows. action of G = SO OR) on the unit sphere n
1) Denote by Me(n) the space of homogeneous polynomials
of degree e on B2n
.
Prove
dim M (n)
=
B
(e+n-1)! e!(n-1)!
(Here is G. B. Folland's explanation for this. The number of monomials
of degree
.e is the number of sequences (i1'...,in) of non-negative
integers with i1+...+in = e
. Line up e black balls in a row and
divide them into n groups of consecutive balls with cardinalities ill ... ,in
.
To mark the division between two adjacent groups, interpose
a white ball between two black balls :
for this purpose, we need n-l
white balls. The number of ways we can make such a configuration is the number of ways of taking e+n-1 black balls and choosing n-i of them to be painted white! ) 2) By restriction to the unit sphere, we write 2 (Sn-1) Me-2(n) + Ve(n) C L MZ(n) = with an orthogonal complement Vi(n) of dimension
dim V (n)
=
(2e+n-2)
(n+1-3)! e!(n-2)!
(One can show that this space Ve(n) consists of restrictions of the harmonic polynomials in Me(n).) 3) Prove that the natural representation of SOn(R) in VQ(n) is irreducible. (Embed K = SOn-l(it) in G = SOn(]R) by means of the last
n-1 coordinates and prove that the space of K-fixed vectors in VC (n) has dimension 1.) Conclude that the decomposition of L2(Sn-1) into
irreducible components is given by the Hilbert sum ® VZ(n) e3 a
4) Identifying K-invariant functions with functions of x = xl = cos a with e = angle between r"; and
1,
show that V4(n)K consists of
multiples of the Gegenbauer (or ultraspherical) polynomials
Con - 1
i
v
(Recall that the system of polynomials (C't ) is orthogonal with respect to 2
the density (1 -x )
on the interval [-1,1] .)
29
FINITE-DIMENSIONAL REPRESENTATIONS OF COMPACT
4
GROUPS (PETER-WEYL THEOREM)
In sec. 2, we have shown that all compact groups have faithful representations. For that purpose, the regular representations were constructed and examined. However, these last representations are infinite dimensional in general (i.e. when G is infinite). In particular, this does not prove the existence of irreducible representations
(different from the identity in dimension 1) for compact groups. This section is devoted mainly to the proof of the following basic result (and its consequences). Theorem (Peter-Weyl). Let G be a compact group. For any s
e in G, there
exists a finite dimensional, irreducible representation n of G such that
ir(s) # id.
.
Since certain compact groups have no faithful finite dimensional representations (groups with arbitrarily small subgroups are in this class when infinite), this result is the best possible. This theorem is sometimes stated in the following terms : all compact
groups have enough finite dimensional representations, or: all compact groups have a complete system of (irreducible) finite dimensional representations. As we have already seen that all finite dimensional representations of compact groups are completely reducible, the theorem will already be proved if we show that for s
e in G, there exists
a finite dimensional representation 7t with 7r(s) # id.
.
The proof of the preceding theorem is based on the spectral properties of compact hermitian operators in Hilbert spaces. Let us review the main points needed.
Lemma 1. Let G be a compact group , function and K
:
L2 (G)
(Kf) (x)
---
k
:
G x G -> E
be a continuous
C(G) be the operator with kernel k
k(x,y) f(y) dy
= fG
Then K is a compact operator, and if moreover k(y,x) = k(x,y) (identically on G - G ) K is hermitian as operator
L2 (G)
-) C(G) C
L2 (G)
.
30
Let us quickly recall the proof of this lemma. Denote by kx the functions y ---- k(x,y) on G. Thus we have
(Kf) (x)
=
fGkx(y) f(y) dy
=
(kx I f)
Since x H kx is a continuous mapping G
L2(G) (k is
C(G)
uniformly continuous on the compact space G x G) , we deduce that all functions Kf (f r-- L2(G)) are continuous :
Kf
.C(G). Moreover, the
Cauchy-Schwarz inequality gives
I Kf (x) I
0
V
f (x) = f (x -1 ) = f (x) , Supp (f) C V
,
(Supp(f) denotes the support of f :
it is the complement of the largest
open set in which f vanishes). Replacing if necessary f by f + f, we can assume that f = f . Let us examine the function
= f * f
defined by
T (x)
=
f
f (y) f (y lx) dy
G
Obviously, the support of this new function tP is contained in V2 and
p(s)
=
(s
0
A fortiori we see that t(s)c
V2) , y(e)
=
HfIII > 0
.
# . But the operator K with kernel
k(x,y) = f(y lx) is compact (lemma 1) and the convergence of
f
=
fo
+ F fi
fi e Ker(K- AiI) = Hi (A i e Spec(K) )
(in quadratic mean) implies that
= T Kfi = Dai fi
( fi = Kfi e Im(K) cC(G) ). 0 (with a uniform convergence). Since t(s) 9 l', we must have t(s)fi # fi for one index i (at least). But the definition of the kernel k
9=
Kf
shows that k(sx,sy)
=
k(x,y)
=
f(y 1 x)
(s,x and y in G).
32
The consequence of these identities is the translation invariance of all the eigenspaces Hi of K. The left regular representation restricted to a suitable finite dimensional subspace Hi (any i with t(s)f i # fi will do)
will furnish an example of a finite dimensional representation
It
q.e.d.
with it(s) # e .
The corollaries of the main theorem are numerous and important.
(4.1) Corollary. A compact group is commutative if and only if all its finite dimensional irreducible representations have dimension 1. Proof. Since Gl1((E) = G
is commutative, any dimension 1 representation
is trivial on the commutator subgroup [G,G] of G .
If all finite dimen-
sional irreducible representations of G have dimension 1, the theorem implies that all commutators must coincide with the neutral element of G and thus, G must be commutative. Conversely, assume that the (compact) group G is commutative, and take a finite dimensional irreducible representation it of G .
Since any n(s) commutes to all it(t)
(t c- G),
Schur's lemma (Ex.5 of sec.2) implies that rz(s) is a scalar operator
(for all s e G). Thus the whole action of G on H = H, is by dilatation: all subspaces of H are G-invariant. The irreducibility of n requires that H has dimension 1.
q.e.d.
(4.2) Corollary (Peter-Weyl). Any continuous function on a compact group is a uniform limit of (finite) linear combinations of coefficients of irreducible representations.
Proof. Let it. be a (finite dimensional) irreducible representation of the compact group G and take a basis in the representation space of it in order to be able to identify Tt:
G -+ Gln(C), the coefficients
of 1t being the continuous functions
ci
:
g
i--s c (g)
=
(ei I n(g)e
on G. In fact, more generally, if u and v F -H we can define the (function)
coefficient cu of it on G by
g - cu (g)
=
(u I Tt(g)v)
(these functions are obviously finite linear combinations of the
previously defined matrix coefficients ). Introduce the subspace of C(G) spanned by the c
, or equivalently by all cv
(u,v e Hz).
V(it)
33
Observe that the subspaces of C(G) attached in this way to two equivalent
representations n and
coincide: V(n) = V(ie). Thus we can form the
algebraic sum (a priori this algebraic sum is not a direct sum) =
AG
c C (G)
V,7C
where the summation index it runs over all (classes of) finite dimensional irreducible representations of G. The corollary can be restated in
the following form AG is a dense subspace of the Banach space C(G) (uniform norm).
But this algebraic sum AG is a subalgebra of C(G) (the product of two continuous functions being the usual pointwise product) :
the product
of the coefficients
of it
cu
and Yt of
o'
is a coefficient of the representation
u'
(the coefficient of
this representation with respect to the two vectors u ® s and v ® t)
Taking it and o
to be finite dimensional irreducible representations
of G , nor will be finite dimensional, hence completely reducible and all its coefficients (in particular the product of cv and fit) are
finite linear combinations of coefficients of (finite dimensional) irreducible representations of G. This subalgebra AG of C(G) contains the constants, is stable under complex conjugation (because 7t is
irreducible precisely when
is irreducible) and separates points of G
by the main theorem. The Stone-Weierstrass theorem furnishes the q.e.d.
conclusion.
Observe that on a compact group the Stone-Weierstrass theorem can be proved by convolution (regularization). Thus, the preceding proof can be made in a more elementary way. We give this alternative at the end of the section (after corollary (4.5)) . (4.3) Corollary. For each neighbourhood V of the neutral element in G, there exists a finite dimensional representation with kernel contained in V (this kernel is a closed invariant subgroup of G). Proof. We can assume that V is open, hence G -V is compact. For each x e G - V, let us construct a representation
X(x) # id.
.
By continuity of x ,
we
as in the main theorem :
x shall still
have X(y) # id.
34
for all y in a neighbourhood x of x. The interiors of the V('s make up
an open covering of the compact space G -V. We can select a finite sub-covering (Vi) = (V
) corresponding to a finite number of points xi. i
Let us denote by it Tri(y)
The direct sum
TC
the representation corresponding to xi id.
= m Tc
for all
y e Vi
.
of the Tci's will be such that Tt(y) # id.
i
for all y a UVi .
Hence the kernel of T[ is contained in the neighbourhood
V of e.
q.e.d.
The next corollary is due to J. von Neumann. It gives an.
answer to Hilbert's fifth problem in the case of compact groups (the general case has obtained a definitive answer by the joint work of Montgomery and Zippin). (4.4) Corollary. Let G be a compact group. The following conditions are equivalent.
i) There is a neighbourhood V of the neutral element e of G containing no closed invariant subgroup different from tel. ii) There is a faithful finite dimensional representation of G
and G is isomorphic to a closed subgroup of a unitary
group UnX) . iii) G is a real Lie group (with a finite number of connected components).
Proof. The implication i) = ii) follows immediately from (4.3) above. To see that ii) ==> iii)
it is enough to remember that a closed subgroup
of a Lie group is a Lie group, and to apply this result to the real Lie group Un((E) (also observe that since G is compact, any continuous
injective map G - Un(T)
is a homeomorphism into). In this case,
one could even see that G is an algebraic group. Finally, the implication
iii) - i) is known classically. In our case, we can use the exponential map Mn(]R)
-- Gln(R)
,
A *-* exp(A) = L An/n! n>0
This map is a local diffeomorphism in the neighbourhood of 0 E Mn(R): there exists a neighbourhood V of the zero matrix of Dn(]R) for which e x p : V - - + exp(V) (this is a neighbourhood of In in Gln(R) ).
As
exp(nA) = (exp A)n , a subgroup containing a non-trivial element s E exp(V)
35
contains all its powers, and these powers cannot stay in a prescribed neighbourhood W c exp(V) of In in Gln()R).
q.e.d.
(4.5) Corollary. Any compact group is an inverse limit of a family of compact Lie groups (hence a closed subgroup of a product of compact Lie groups).
Proof. Let us take a fundamental system (Vi) of neighbourhoods of the neutral element in G (we can take a countable such system if G is metrizable). For each i, choose a finite dimensional representation tci
of G with kernel contained in V.
.
Since inclusions V. c V. do not
necessarily lead to inclusions Ker(ni) c Ker(7cj) (and since the index
set can be very large...) we proceed as follows. Take as new index set J =
set of finite parts of the preceding index set I,and for any tie J, define
v
7r,,
iEL
=
I
1
Vi
1EL
With respect to inclusion (in I), the family (irt)J is an inverse system
of representations of G
: fort and 1! in J, there exists an index % > ti ti'
(take the union of i. and G/Ker(7Cti)
--+
t.'
in I) and transition homomorphisms G/Ker( K)
(canonical projection)
since Ker( 1) D Ker( z). Each G/Ker(rc,') can be identified to the
compact Lie group ir,,(G) (closed subgroup of some Ud ((E) z By construction, the continuous homomorphism G
--->
luim G/Ker(Tti)
=
1
i(G)
,
d., = dim ic,' ) .
(canonical)
is one-to-one onto. Since both groups are compact, it is also a topological homeomorphism.
q.e.d.
Since Card(J) = Card(I) in the above construction, we see that if G has a countable basis for open sets, we can take I (and also J) to be countable so that G can be embedded in a countable product of Lie groups. This shows that G is metrizable (this application was already alluded to in sec.l, p.5). One should also point out that each 7(.,,(G)
G/Ker(ry) can very well be a finite group (finite groups are Lie groups of a very particular type...) in which case G is a profinite group. The reader will certainly have understood that we can obtain many variations on this theme...
36
Let us come back now to a more elementary proof of corollary (4.2) above. Start with a continuous function f e C(G) and a positive
e > 0. Choose an open symmetric neighbourhood U of the neutral element of G such that
y1x EU
)f (Y)
- f(x)I < E
(f is uniformly continuous on the compact group G). Take then a continuous
function Y on G such that
'=4
0 ,
Supp (p) C U ,
,
dy =
SG
1
T (Y)
Thus we can write
f (x)
f
f (x)
=
y (y lx) dy
G
and coming back to the operator K
L2(G) - L2(G) with kernel k(x,y)
:
= 4 (ylx), we see that Kf(x) = fG f(y) T(ylx) dy
.
Thus
=f
Kf (x) - f (x) I
I f (Y)
(Y lx) dy
- f (x) I
z(g)
whence j5 (A)
=
A.
(I)
for all A 6 W
=
End(V)
(by the theorem). But we must also have Ji (7c (g))
= q5 (I)Tr(g)
and thus
43
the operator 4(I) commutes to all operators it(g) (g E G). Since irreducible, Schur's lemma again implies that
it is
k(I) = *A I is a scalar
operator. Consequently, as we have seen, t(A) = a A. In particular, there is no projector in W other than 0 and 1 which is a G x G -morphism :
there are no invariant subspaces in W other than 0 and W (# 0) itself.
The corollary is thus completely proved. The fact that the G-morphism c
:
End(V ) 0 L2(G,1t) A
i--*
( c C(G) c L2(G) )
cA
is injective (hence an isomorphism on the isotypical component of it) follows from Burnside's theorem (5.2.b). Alternatively, one can check that c is a G ' G -morphism : using the notations of the corollary
(=v,
p _ t) we indeed have
cA(sxt) =
=
Tr(A 7L (s-1) 7r (x) it(t))
Tr( it(t) Alt(s)1n(x))
=
_
c0-, r(t,s) (x)
.
Since c # 0 and End(V ) is irreducible under r x z , c must be an isomorphism into L2(G).
It is interesting to observe that Burnside's theorem admits a natural generalization for k = T and it unitary (in any Hilbert space). The density theorem of von Neumann asserts that if
7c is any unitary
(topologically) irreducible representation of any group G, then the set of operators it(g) (g s G) is dense in
e(.(H) = End cont(H) for the .
strong, or the weak topology on this set of operators. Let us turn now to the analytic study of the G-morphism c
A
:
End(V) -+ L2(G)
,
A -3-- cA = Tr(Ait). The fact that cA # 0 for
0 can be deduced from a computation of the quadratic norm of these
coefficient functions. It is easier to start with the case of rank < 1 linear mappings. To bring these special maps into the limelight,
we use the isomorphism
-
Vv ® V
(V , = dual of V)
End (V)
defined as follows. If u e Vv and v E V, the operator (corresponding to)
u0v is u0v
:
x r. u(x) v
= v
.
44
The image of u ® v consists of multiples of v and u ® v has rank 1 when u and v are non-zero (quite generally, decomposable tensors correspond to operators of rank 4 1). The coefficient cA with respect to the
operator A = u ® v coincides with the previously defined coefficient
cv
=
cu 0 v (x)
=
(cf. first exercise at the end of this section). (5.4) Fundamental lemma. Let it and o 'be two representations of a compact
group
G and A : V1 A4
o V,
be a linear mapping. Then
= f a-(g) A n(g) -1 dg G
is a G-morphism from V, Lo Vr :
HomG(Vr, Vim)
A4
The proof of this lemma is solely based on the invariance of the Haar measure :
A41c(s) =
f r(g) A lv(g)-ln(s) dg
=
f o'(g) A iC(s-lg)-1 dg
and replacing g by sg (i.e. s-1g by g) A4it(s)
=
J
o'(sg) A n(g)1 dg = a(s) A4
q.e.d.
.
Thus the averaging operation (given by the Haar integral) of
lemma (5.4) leads to a projector
Hom(Vn, Vr) -* HomG(V1, Vr )
4
,
A -- A4
(this point of view is expanded in the second exercise at the end of this section, where an alternative proof of (5.4) can be found). In particular, when it and o are disjoint, i.e. HomG(Vn, Vr) = 0, we must have A4 = 0 This is certainly the case if n and a- are non-equivalent irreducible
representations (Schur's lemma). Another case of special interest is it = r finite dimensional and irreducible. Schur's lemma gives
HomG(Vn,Vr) = t and thus A
= AA id.
is a scalar operator. It is not
difficult to give the value of AA as a function of A in this case. (5.5) Proposition. If it is a finite dimensional irreducible representation
of the compact group G in V, the projector End(V)
--*
EndG(V)
= a id.
,
A H A4 =
Aid.
45
is given explicitly by the following formula :
A4
=
JG
x (g) A 7t(g) -1 dg
Tr(A) idV dim
=
Proof. Since we know a priori that the operator A4 is a scalar operator RAid., we can determine the value of the scalar AA simply by taking traces in the defining equalities
AATr(idV)
Tr
=
JG Tr
...
=
dg
fG =
Tr (A)
q. e. d.
.
(5.6) Theorem (Schur's orthogonality relations). Let G be a compact group and it, a- two finite dimensional irreducible representations of G.
Assume it and o- unitary. Then a) if T and a- are non-equivalent, L2(G,7t) and L2(G,a') are orthogonal in L2(G)
,
b) if it and
a- are equivalent, L2(G, it) = L2(G,(') and the
scalar product of two coefficients of this space is given by
(cu I cy)
J G (u I i(g) v) (x I 7r-(g) Y) dg
=
c) more generally in the case TC= tr
,
= (u I x) (v I Y) /dim V ,
the scalar product of
general coefficients is given by
(cA I cB)
=
JG
Tr (Ait(g))Tr (B it(g)) dg
=
Tr (A* B) /dim V
Proof. a) follows from the fundamental lemma (5.4) and b) follows similarly from the proposition (5.5). It will be enough to show how b) is derived. For this purpose, we consider the particular operators V ® y
(V E Va = V ,
y E V) and apply the result of the proposition
lt(g) V M
1
n( 6
)-1 dg
=
Tr(V 0 Y) Aim\T
1JIT
(v
)
.aim IT
1 "I1
(cf. ex.l at the end of the section for the computation of the trace of the operator V ® y) . Let us apply this operator to the vector u, and take
the scalar product with the vector x
(x I f TC(g) V ®Y n(g) But we have
udg) =
d
I Y)
(x I u) _ (u I X)
(y I Y)
46
M(g) v 0 Y n(g)
1
u
(n(g)v I u) n(g) Y
=
n(g) (v I n(g 1) u) Y
=
=
=
(u I lt(g) v) lt(g) Y
hence
(x I f ... ) G
=
f
(u I n (g) v) (x ) n(g) y) dg
=
(cv I cy)
G
as expected. Finally, c) follows from b) by linearity since the operators
v 0 y (of rank 6 l) generate End(V).
q.e.d.
In particular we see that if 0 # A E End(V),
and the mapping c
:
#0
Tr (A*A) /dim V
=
II CAII 2
End(V) -> L2(G,it) is one-to-one (onto). The
dimension of this isotypical component is thus (dim V)2 (S.7) Corollary. The Hilbert space L2(G) is the Hilbert sum of all isotypical components L2(G)
= m
L2(G,it)
(the summation index TC runs over equivalence classes of finite dimensional irreducible representations of the compact group G). Proof. We have already seen (in the theorem) that the isotypical subspaces L2(G,rt) are mutually orthogonal to each other. Thus, our
corollary will be proved if we show that the algebraic sum
= ® L2(G, TO G C(G)
AG
is dense in the Hilbert space L2(G). But AG consists of coefficients of finite dimensional representations of G (we have indeed proved that all finite dimensional representations are completely reducible), and the Peter-Weyl theorem (4.2) has shown that AG is dense in C(G) for the uniform norm. A fortiori AG will be dense in L2(G) for the quadratic norm.
q.e.d.
(5.8) Corollary.
(continuous, topologically) irreducible representation
of a compact group G in a Banach (or barrelled) space is finite dimensional.
Proof. Let
a-
:
G --> Gl(E) be such a representation, and let E'
denote the (topological) dual of E
:
E' is the Banach space (or locally
convex space) of continuous linear forms on E (by the Hahn-Banach theorem, for each 0 # x s E, there is a continuous linear form x' E E'
47
with
<x',x> = x' (x)
#
0 )
.
For u r. E' and v
.
E, we can consider the
corresponding coefficient of 6cu o E
g H cu (g)
:
_
Letting v vary in E, we get a linear mapping Q
E
:
--)- C (G) C L2 (G)
,
v '--- cu
Since G is compact and the mappings g H o(g) v are continuous (by the definition of continuous representations), the sets 6(G)v are compact hence bounded in E (v e E). By the uniform boundedness principle (Banach-Steinhaus theorem), the set 6(G) of operators in E is equiconti-
nuous and bounded
sup IIo(g) II
=
gEG
M
I V
x (g) = Tr 7C(g)
(f Einv L)
and ('x,f> = J X(g) f(g) dg.
(Hint: use Schur's lemma to prove that 7C(f) is a scalar operator and
then take traces to determine the value of the constant in this multiple of the identity.)
62
4. Let 6': G
Gl(V) be a unitary representation of a 6'(1) = P (1 = constant function 1 in L1(G)
compact group G. Check that is the orthogonal projector V of V.
(Hint: show that
1 * f = f * 1
-- *
VG on the subspace of G-invariants
1 * 1 = 1 and 1* = 1 in L1(G) ; more generally,
is the constant function ff(x) dx .)
5. Show that the "extended" left regular representation t =
el
:
L1(G)
-->
has trivial kernel (Oj (Hint: Let 0 sequence (gn) C C(G) with
gn
0,
End(L2(G))
f E L1(G) and construct a
#
fgn(x) dx = 1 , and t(f)(gn) =
= f * gn - f # 0.) Conclude that if 0 # f E L1(G), there exists a
Jr in G such that
7C(f) # 0 (use the decomposition of the regular
representation given in sec.5). Finally, prove that L1 (G) commutative
4==:)-
G commutative
6. Let G be a compact group,
7C E G and consider the
adjoint representation of G in End(V) (V = V.) defined by the following composition Ad :
G - G x G
--0 End(V)
s H (s, s) H (A h-T 7C(s) A 'R(s) _l) (s,t) 1--) (A H 1C(t) A7t(s)_l) Prove that the multiplicity of the identity representation in this adjoint representation is 1 (this identity representation acts on the subspace of scalar operators:.Schur's lemma).
7. The decomposition of the biregular representation
of a compact group G in L2(G) gives the decompositions of the left (resp. right) regular representation simply by composition with it
G --i G x G
(resp. i2 : G -1 G x G
s H (s,e)
s 1-0 (e,s)
Conclude that
2
®
1 ® 7C
(Compare with Ex.l of sec.2.
dim
dim fr. n
dim7t'-X
)
63
7
CHARACTERS AND GROUP ALGEBRAS
Let (ir,V) be a finite dimensional representation of a compact
group G. The character x = xn of 7c is the (complex valued) continuous function on G defined by
X(x)
Tr (R (x))
=
.
(This is the function cA for A = id. E End(V), cf. sec.6.) When dim(V) = 1,
x and 7t can be identified :
in this case, x is a homomorphism.
Quite generally, since the trace satisfies the identity Tr(AB) = Tr(BA), we see that the characters of two equivalent representa-
tions are equal. Moreover, characters satisfy
x(xy)
X(yx)
=
or X(y lxy) = x(x)
(x , y E G
.
Thus characters are invariant functions
x E Cinv =
{ f E C (G)
:
f (y lxy) = f (x) , x and y in G
We shall also have to use 1
= closure of Cinv in
Linv
L1 (G)
= closure of Cinv in L2(G)
Linv
(cf. Ex.3 of sec.6). Invariant functions are also called central functions (they belong to the center of L1(G) with respect to convolution). Still quite generally, the character of the contragredient V
of 7t is given by x,,(x)
hence XT = x to it) and
Tr ir(x)
= .
=
Tr t7t(x 1)
=
Tr 7t(x-1)
When 7r is unitary, it(x 1) = X(x)*
=
x(xl)
( it is equivalent
is the complex conjugate of X. One can also check without
difficulty that for two finite dimensional representations it, a' of G
X Wo-
_
2(ir + x,r , X rt
y- =
xn' x°"
When it is irreducible, Schur's lemma shows that elements z in the center Z of G are mapped on scalar operators by
7r
:
7t(z) = A 1V so that
64
V .
X(z) =
Thus the restriction of (dim V)X to the center Z
is a homomorphism Z
:
This is the central character of
it
it is independent from the special
:
model chosen in the equivalence class of it. In particular if A(Z) is not contained in t±l}, it and 7t are not equivalent (their central
characters are different). Also observe that X(e) = dim V ( = dim it). (7.1) Proposition. Any continuous central function f e Cinv on a compact
group G is a uniform limit of linear combinations of characters of irreducible representations of G.
Proof. Let 6 > 0. By the Peter-Weyl theorem (4.2), we know that there is a finite dimensional representation ((r,V) and a A E End(V) with If(x)
- Tr(A6(x))
< E
(x E G)
In this expression, replace x by one of its conjugates yxy 1
.
I f(x) - Tr(AT(yxy 1))) = If (x) -Tr(T(y l)A6(y)o(x) I < £
Integrating over y, we get f (x) - Tr (B T(x)) I < £
where
B
=
J
o(y) A r(y) dy
By invariance of the Haar measure, the operator B commutes to all
operators 0(x). Hence, if we decompose T into irreducible components (or rather, into isotypical components)
ic®ln
n,, 7-c
n
the operator B will have the form B
= O ldimn: ® B,r
(cf. Ex.1 of this sec.)
and
B 6(x)
0(x) B
=
Tr(Ba'(x))
_
= O 7C ® BJ
anZx)
(a. = TrB .
This shows
f (x) -
E arX,(x) finite
I
(v,,) = (d(e,) Moreover,
,
v)
:
V -+ TTV,. is injective
any a E Vn generates a G-invariant subspace of dimension
G (dim n)2 . When a is unitary (V being a Hilbert space), V is the Hilbert sum 4 V,,
(completion of the orthogonal direct sum 6 Vn)
in this case, we thus have v
= L vn with a convergence of the series
in V.
Remark. Taking for G the circle group and for V the Banach space C(G) of continuous functions (with the uniform norm), we see that the series Z.
v,t
cannot be expected to converge in V = C(G) (Example at the end of
sec.6). The series is thus only considered in the Hilbert space case. Proof. Projectors in a vector space are characterized among linear operators by the identity P2 = P. For such an operator, the image of P is the kernel of I - P, hence is closed if P is continuous. Point 1)
of the theorem results from this observation with P
=
a'(e,)
=
O (ec
- ex)
=
o(e,r)
To prove 2), we observe that in a finite sum
o-(e,)
L,vt = 0
subset I of G ) of elements v., ca V. , we can write vt
P2
=
(sum over a finite =
6(e..) vz
hence 0
= T(e6(er) v., _
o'(e.M
e.) vti
=
vn
Thus the subspaces V, are linearly independent and their sum is direct. The other points will result from the fact that L2(G,it) is irreducible
under the biregular representation l x p of G x G ,
hence is generated
by the left and right translates of any of its non-zero elements. For example, the left translates of xn already generate L2(G,ir ) (since
st)
=
)(i(ts), there is no distinction between left and right
translates of xrd . Then, for f e C(G), u E V and v e V we have T
=
we see that
(e)
= F dim 7r
(sum over a) .
72
In a certain sense, we can thus write
S' = 2 dim n 'x,.
(sum over G) .
Replace the special function cP by one of its right translates (if
cP =
f* * g, this amounts to replacing g by the corresponding right translate:
P(S)T = f** p (s)g ) y(s)
=
P(s) 9 (e)
_
dimir Tric(p(s)T)
= E dime Tr(7C((') n(s-1))
(by ex. 2 of sec.6 )
and s by s-1
Replace now cP by cp(s)
_
_
T(s-1)
E
_
IG(s))
We already knew that this formula holds (part a) of the Plancherel theorem, sec.6), but we have now proved an absolute convergence at each point when cP is a finite linear combination of continuous functions
of the special form f* * g
(f and g in L2(G)). (Observe that left
translations would have led to the same result since cp(s) = Z(s-1)q,(e)
XWs-1) cP)
=
n(s-1) w(c') has same trace as n(9') ie(s-1) .
)
When G is the circle groupRR/2Z, the special functions f* * g are those which have an absolutely summable sequence of Fourier coefficients. It is not possible to characterize these functions as simply in the general case (i.e. when G is any compact group).
ALGEBRAS ATTACHED TO A COMPACT GROUP Since several algebras connected with a compact group have
played a role in our theory, we review them and introduce another universal construction. The first group algebra of G is the convolution algebra L1(G). In a certain sense, it plays a role completely analogous to the group
algebra of a finite group. We have seen that if 6- is a unitary 1
representation of G, and f EL (G), the operator 6'(f) has a uniform norm bounded by the L1-norm of f
0TU)II G IIfill Let us define a new norm on L1 (G) by
IIfL
=
Sup IIO'(f)II
73
(the supremum being taken over all unitary representations 6 of G). Thus we have
. We also denote by C*(G) the Banach algebra
AfU* 4 AfII1
obtained by completion of the convolution algebra L1(G) with this new norm (the elements of C*(G) cannot be represented by functions over G). By definition, any unitary representation of G can be extended canonically to a representation of C*(G) (extending the corresponding representation of L1(G)) . This algebra C*(G) is a stellar algebra
:
the
involution f '-'r f* ( f*(x) = f(x 1)) extends to an involution
a r-* a* of C*(G) and
Iia*aII*
=
(a e C*(G)).
IIaII*
We shall now give a model (faithful representation) of the algebra C*(G) For this purpose, we extend the
by means of operators in L2(G) = H .
left regular representation and obtain C*
:
C*(G) - End(H)
(H = L2(G)).
I claim that L* is an isomorphism onto a uniformly closed subalgebra of operators of the Hilbert space H (the involution of End(H) being the operation of taking the adjoint of an operator). By the decomposition theorem (7.8), we have II f A*
Sup
=
T unitary
IT(f)II
iC e G
Since the left regular representation all it E. G
Sup_ u,r(f) II
=
Q
has a decomposition in which
have a positive multiplicity (sec.5), we also have
Sup- A it(f) II
n6G
=
IItG(f) II
=
p fit-
Hence
IIftL
=
IIL(f)N
(f a L1(G))
and C*(G) can be identified to the closure (uniform norm) of the
operator algebra .(L1(G)) acting in the Hilbert space H = L2(G). (7.11) Proposition. The image of the stellar algebra C*(G) by the left regular representation of a compact group G consists of the decomposable operators (Ax (D 1)
of the Hilbert sum tD(V. ® VV) _
L2(G,n )
with A rr e End(Vrz) and 11 An 11 -- 0 (for is --) oo in the discrete space G) .
74
Thus the stellar algebra C*(G) can be identified with for the uniform norm.
= completion of
End(V,) G
Proof. For f E L2 (G) we have L dim e . I n(f) 12 I7[(f) p
19
II iG(f) I2
-p-
0
=
II f 112 < oo , whence
for 7c -- co
in G (discrete).
Consequently we must also have
-+ 0 for 7C -; ao -P 0 for it -- oo
I7c(f) II 117c (a) I
when f e L1(G)
,
when a e C* (G)
.
Thus e*(C*(G)) is contained in the indicated algebra of decomposable operators. Conversely, it is enough to check that the image of Q* contains the algebraic sum 9 End(V,r) .
But the character of a 7GE G
gives rise to an idempotent e, = dim it.
E(en)
E C(G) for which
(A,01)
_
with v equivalent to it
id E End(Vrz)
if
0 E End(Vt)
otherwise
Ay Taking finite linear combinations of translates of the e., we get all
decomposable operators belonging to the algebraic sum
®End(V7r) . q.e.d.
One can also consider the closure of e(L1(G)) for the
strong topology on End(H), H = L2(G) (a sequence n --) A for the strong topology when An(x) -s A(x) in H for all x e: H). This strong closure contains the identity operator 1 E End(H) (indeed, the series
Z P,
converges strongly to 1). We obtain thus the von Neumann algebra
generated by the left regular representation. =
t4(G)
(C(G))"
=
(c(L1(G))"
=
(e*(C*(G)))"
(if O is any set of operators in a Hilbert space H, we denote by a the set of operators W C End(H) which commute with all elements of CL,
and CC' = (W) I
;
if Ck is stable under A -+ A*, Ot" is the von
Neumann algebra generated by UC ).
This strong closure can be identified
to the algebra of decomposable operators
(AX(P 1)
with Ax E End(Vg) and Sup, 11 As I < oo 7[E G
,
75
and is thus the "product" of the von Neumann algebras End(V,) (n 6 G)
.
The use of the right regular representation p instead of C would lead to symmetrical results. For example
'U(G)
=
p(G)'
= U(G)' = TTE ® End(V1)
The center of both U(G)
D(G)') and r(G) (= It(G)
1T T o T
= U(G) n 7/'(G)
is
CM(G)
All these "products" of von Neumann algebras are characterized in the
Cartesian product by
Sup 11An
11 < c
In the following table, we list all functional algebras attached to a compact group. The smallest one is the algebra AG consisting of linear combinations of coefficients of finite dimensional representations (with the usual product: pointwise multiplication of values). On the vector space AG , AG
where
0
one also considers the co-product
AG ® AG
f(st) = Efi(s)gi(t) .
AG
= ®
:
f
E f i ® gi
' --)-
With this co-product, AG is a Hopf algebra.
L2(G,a )
Hopf algebra (co-algebra)
n C (G)
n L2(G)
Hilbert algebra
n
convolution
L1 (G)
Banach
C* (G)
stellar algebra
algebra
n 1L(G)
von Neumann algebra
I
I
composition of operators in LZ(G)
76
EXERCISES
1. Let H1 and H2 be two Hilbert spaces. Prove that any operator A in HI ® H2 which commutes to all operators r 1M 1
(T E End HI)
can be written in the form 1 0 B for some B E End H2 . (Hint: Introduce an orthonormal basis (ei) of H1 and write A as a matrix
of blocks with respect to this basis
A(e. ® x)
_ Ee i®AIx J
(A1 EEnd H ). J
i
Using the commutations (P. (V 1) A = A (P. ® 1)
J
2
where P , is the ortho-
J
gonal projector on ¢e. , conclude that AJ = 0 for i # j. Finally, using the commutation relations of A with the operators U.. ® 1 72
Uji(ei) = ej
UJi(ek) = 0 for k # i
,
conclude that Ai = B EEnd H2 is independent of i.
2. Generalize the result of the preceding exercise in the following context. Let (V.) and (W.) be two sequences of finite dimensional Hilbert spaces and let H be the Hilbert sum
(Vwi)
H=
Prove that all operators B E End(H) which commute to all decomposable
operators
(A . 0 1) (Ai E End (Vi) and Sup 11A, I(
f (x) = v
with
f (kx) = a'(k)v = 6(k) f (x)
These are precisely the elements of the space of the induced representa-
tion. In other words, the space H of the induced representation IndG(6) is the Hilbert space of square summable sections of the bundle
E -* K\G associated to (TV) and the induced representation acts by right translations. On the basis K\G, the action is x -- k(x) = xk 1 and on sections (identified to functions G --> V) the equivariant action is sf(x)
f(s-1(x))
=
=
f(xs)
=
P(s)f (x)
.
Of course, one could define the induced representation (P, H) of (6,V) by using
f e L2(G,V) satisfying
functions f(xk)
6(k)-I(f(x))
=
With this other definition of induced representation, we would consider
the vector bundle with total space
G XK V Denoting by this "product" to
=
G
V / N where
(x , v)
(xk 1, 6(k) v )
[x,v] the equivalence class of (x,v) ,
has the typical property
tensor products over K 1) .
we see that
v (comparable
89
EXERCISES
1. Let H be a Hilbert space and I any index set. Prove that 2
2
Q (I) ® H and e2(I) are canonically isomorphic. More generally, if X is any measure space, prove that L2(X) S H and L2(X,H) are canonically isomorphic.
2. Give a proof of the second part of (8.8) along the following lines. Using Ex.l above and sec-5, write
L 2(G,V)
L2(G) $ v =
=
® Vi ® V,. 0 V LEG
Consider this space L2(G,V) as a representation space of G with A(s)f (x)
=
0(s) f(s-1 x)
p(t)f
=
f(xt)
(x)
Then the space of IndK((-) consists of the
1(K)-invariants in L2(G,V).
Write this space of invariants for IndK( n/K 0 a) as
® Hom(Vt , Vn 0 V) ® Vt
t
and conclude by showing that in this expression, the space VIC can be "pulled in front of the sum".
3. Let (it,H) and (7t',H') be two unitary representations of a group G. Assume that there is a (continuous) bijective operator
A : H - H' such that A 'QC(s)
=
7t' (s)
A
for all s E G .
Prove that there is a unitary operator B : H --p- H' (i.e. B is a
bijective isometry) giving a unitary equivalence of hand W. (A*A)-4
(Hint: Define T =
Borel 1972, (5.2) p.46 .)
and put B = A T. This exercise is taken from
90
TANNAKA DUALITY
9
Let G be a compact group. We consider the category (complex) finite dimensional representations of G
:
l°G of
its objects are the
finite dimensional representations (7t, V) of G and its morphisms
between two such representations are the G-morphisms
Mor(fr,r)
=
HomG(V1r, Vr)
.
Now consider a fixed element s c G and the corresponding collection
of operators 7t(s) when it or (tr, V) runs over all objects of tG . By definition of G-morphisms, for 'r and TE eG , A E Mor(7r,0 ), the following diagram is commutative
V
Ir ,
IA
s*
W
V I A
(V = V, , W = VV).
W
Still by definition
7t ®r (s) 7c(s)
=
=
1r(s)
n(s) ® T'(s)
for it unitary in
L°G
We call representation of the category (°G any family (or collection of endomorphisms
(XV)
(y E End (V,) )
or (y,,)
(parametrized by the class of objects of LOG) having the above three
properties. Axiomatically, representations of EG are collections (YV) satisfying
1. For A E
V = VIC and W = V. the following
diagram is commutative V
YV ---s
IA W
V
IA vW*-
W
91
2.
(YV) is multiplicative in the sense that
W =
(X,0-C- CP
3. For it unitary in
'G ,
0-9 =
it
Let us draw a few consequences from these axiomatic properties of representations of L°G
.
a) Let (xCo,f) denote the identity representation of G in
dimension 1. Then Yo
=
= X[
ida
0 Indeed,
YO must be given by scalar multiplication by a certain A E T
and property 2 above gives
hence 2,2 = 'A
oo® Yo
aiio®7r.
Yo
and
A=1.
b) If (It, V) and (0-, W) are two elements of L°G YV®
YV®W
,
then
'
OW
To prove this, consider the G-morphisms V -i V ® W and W --' V49 W and the corresponding commutative diagrams
--
W -- W
YV
V
YW
V
V®W-* VOW
VOW-4 VOW
,
New
NOW
Commutativity implies that Y V®W leaves V
invariant and induces yV
c) For ?C E 'G
,
(resp.
V e {Oj (and similarly W)
YW) in it. Thus Y
V®W = IV ® Y W
O jC - O 1C
Let us identify Vn 0 V,, to End(Vrz) in the usual way. Then the represen-
tation r®1t is transformed into the representation A r-> This representation leaves the scalar operators fixed, whence a G-morphism from the identity representation (o,(E) in dimension 1 into (1C ® is , End V.) furnishing commutative diagrams as shown on next page.
Using property 2 for
X n etc
= Yn 0 Yn
AH
acting by
(Ex.l.c of sec.5)
Commutativity of the following diagram gives id = 1 }
(A = id. of VV_ corresponds to 1 E E )
G).
92
v
y
t O;i
o qC
End V7r --
End V r
VV is n
V"S
(Alternatively, if (ei) is a basis of V = V. and (Ei) the dual basis of Vv, the G-morphism the commutativity of
--s
It ® 9L
o the diagram
sends 1 e O on
Ei ® ei and
requires that
Ei 0 ei = yt V Xic EEi ® ei =
Xn (Ei) ®
But the dual basis (iii) _ (jfn(Ei)) of (y,.(ei)) is characterized uniquely
by
Ei ® ei = hence
41-
(Ei) _
v
Y%(ei)
d) If IC is unitary,
V
VV
V
y
rc a End(V,)
By axiom 3,
Y7 =
(Ei) and thus
Yn is also unitary. .
But in the usual identification
(given by Riesz' theorem), we have i[ = Ire (Ex.2 of sec.2).
Hence
0
/
01
vv01r ,
t
O 1C
O7C
Now the set of representations Rep( e.)
of eG is a
group with respect to composition of the endomorphisms yV and we have a homomorphism G
--Y Rep('eG)
:
s H (1t(s))ICE`Z G
In fact, with the topology of simple (pointwise) convergence, Rep(P- G) is a topological group. Since any finite dimensional representa-
tion of G is unitarizable and a sum of irreducible representations,
there is a continuous homomorphism
Rep(CG) -- T U(V7C)
(Y
x) °G
H ()
>t E G
(points b and d above). The image is a closed, hence compact subgroup
93
of the product with which we identify Rep( e°G). The continuous homomorphism G
---*.
Rep( leG)
s
:
#--*
=
s
IV)
(X(s))
=
is injective by the Peter-Weyl theorem (first theorem of sec.4) hence a homeomorphism onto its image. In fact, it is surjective Theorem (Tannaka). The canonical homomorphism
Rep( r°G)
G
where Y V
= 1[(s)
sH
:
ys
( V = Vim) is an isomorphism of topological groups.
To prove this theorem, we need a lemma.
Lemma. Let V be the space of a finite dimensional representation it of G 1c(s) v = v for all s e G), then
If v E VG is a fixed vector (i.e.
V(v)
v
=
for all
X E Rep(tG)
.
Proof of the lemma. By hypothesis v c VG, we can define a G-morphism from the identity (TO ,¢) in dimension 1 to (7c, V) by sending 1 on v.
Thus we get a commutative diagram
iad J
J
V
VEV
0
V
whence the conclusion
Proof of the theorem. The elements of the image of G --+ Rep(eG) are the Y such that there exists an s E G with n = Tc(s) (all Tc6eG). By negation
tt- Image(G)
for every s e G there exists (Tt,V) E tG
Isuch that
YV
TC(s)
.
We show that the existence of such a y 4 Image(G) leads to a contradiction. But a condition YV
Tc(x) defines an open set in G containing
the element s. Since G is compact, we can find a finite set of elements si such that the corresponding open sets cover G. But these elements si correspond to a finite set of representations (Tri,Vi) of G. We consider
W = ®Vi (finite sum of finite dimensional representations) and XW = ® XW. (point b above). The property Y $_ Image(G) would imply the existence of 6 =(H7i with
W
$_ 6(G) C G1 (W)
.
The two compact sets
94
6(G) and 6'(G) y W would be disjoint and it would be possible to construct
a continuous function taking value 0 on the first and value 1 on the second set. Approximating such a function uniformly by a polynomial function P on End(W), we would find a polynomial with
I PI ( 1/3 on T (G)
,
P > 2/3 on 6'(G) XW .
Averaging P on G using the Haar measure, we would thus construct the polynomial Q (of degree smaller or equal to the degree of P)
Q(A)
P(o-(t) A) dt
=
.
fG
This polynomial Q would have the properties
Q(A)
=
Q(0'(s) A)
(all s e G),
Q(A)
#
Q(d'WA)
But the finite dimensional representation of G in the space of polyno-
mials
on End(W) of degree smaller or equal to deg(P) would contradict
the assertion of the lemma (with the fixed vector v = Q ! ).
q.e.d.
95
10
REPRESENTATIONS OF THE ROTATION GROUP
In this section, we consider the compact group G = SO3(R) of proper rotations in]R3. Its elements are the 3 x 3 real orthogonal matrices with determinant 1. We first have to give its Haar measure and study various classical isomorphisms.
We start by reviewing the parametrization of this group
by Euler angles (like in any book on mechanics... ). Any rotation can be decomposed into :
a rotation around the z-axis, a swing around the
line of nodes (image of the x-axis under the first rotation) and finally a rotation around around the new z'-axis (cf. picture below). Let us denote by K = subgroup of rotations around the z-axis, A = subgroup of rotations around the x-axis (both subgroups are isomorphic to the circle group SO2(]R): observe that
the subgroup now denoted by A was called K in sec.3). Thus we write
g
g
g? hB gq,
?,e,`Y
with
g? e K , he = gy,
= he
gY gy,h9-1
eg91
E g,A
E h9 K
gil
,
he-1
z
nodes
96
Multiplying throughout, an elementary computation shows that
g
g
=
g?he g, E KAK
(Observe that the order of the angles
.
T and V is thus reversed, and we
have now rotations around fixed axes Ox in A, resp. Oz in K In particular, we have a decomposition
G
= KAK .
Since the Haar measure dx of G satisfies
f f (x) dx
=
G
J G/K
with the invariant measure dX
dX f f (xk) dk K
on G/K identified to the normalized
invariant measure diL on this sphere, we have
dg?,G,y
4n diL
=
8n2 sin9d?d9dy
(, , 9 , i') E (0,2rc)
(O,n)
(0,21r)
UNIVERSAL COVERING OF SO3 AND CLASSICAL ISOMORPHISMS Before we start representation theory, we study the universal
covering of the rotation group G = SO31R). This group G can be identified to the group SU2((E) consisting of 2 x 2 complex matrices g with g* g
=
1
,
det(g) = 1
.
As is easily seen, this group consists of matrices
( g
=
v
u)
lull
,
+
lvJ2
=
(u,v6E).
1
The two complex parameters u and v of g are called the Cayley-Klein parameters.
We shall establish the following isomorphisms
(G = ) 2:1
( G
= )
S3
=
N
H1
SU2(cC)
(b
]P3(]R)
(Cayley-Klein)
/(c) SO3(R)
(Euler)
Here, we have denoted by H1 the group of (real) quaternions with norm 1: obviously, this set is identified with the unit sphere in ]R4
= H .
The other identification (homeomorphism)]p3(I R)
"--
3(R)
can be seen as follows. Let g be a rotation, w its axis (Uwll = 1)
97
and 95 < n- .
its angle (counted with the corkscrew law!) so that
In this way, the rotation is identified with a point
of the ball of radius w (antipodal points being identified). But this (full) ball can be deformed on the northern hemisphere of a sphere S3 in]R4 as suggested in the picture.
But]P3(]R) is precisely obtained by identification of antipodal points of S3 so that the homeomorphism between SO3(]R) and1P3(l) is now clear. (a) Let us consider the vector space 1H of real quaternions as a
complex vector space with basis l,j (l,i,j,k being the usual basis
of 1H over]R: i2 = j2 = k2 = -1). For this, we consider the scalar
multiplications
q=) q
2 q in H)
and product
( T E CE, q e I-I
Then, for g e-F
g
q H qg
1
qg
=
is CE-linear and defines a representation (with complex dimension 2)
of G = Hl . Obviously, taking successively g = i , j , k ( E Fl ) 6i -
(i 0 `0 -i/
'
and finally for g = u + vj
bj (det
0
=
g
1)
0
k = (i
Cl 0/ '
it
01
= N(g) = gg = 1)
u
g = rv
u
Thus we obtain the first isomorphism G - SU2((E) (b) The group
=1H
1
acts by conjugation on the space
E of pure quaternions (E is a real subspace of dimension 3 of H )
v e(g)v
=
g v g-1
=
v'
N(v')
,
= xi+yj +zk, =
N(v)
x2 + y2 + z2
=
N
N
We obtain in this way a homomorphism G -4- 03(]R), and since G is connected, its image must be contained in SO3(I2). An easy verification
shows that its kernel is the two elements subgroup {tl}
.
.
98
(c) Let V be the real vector space (of dimension 3) of 2 x 2 complex matrices which are hermitian and have zero trace. These
matrices can be written =
X
- det X = x2
(hence
( yXiz y+z )
+
y2
+
z2 ) .
The group SU2(G) acts in this space by conjugation
tg(X)
=
gXg*
= gXg 1
whence a homomorphism
t
:
--*
SU2 ((E)
S03 (ft)
with kernel {tl}. The lifting
SO3(R)
--0 SU2(U)/{±1 C Sl2((E)/{±ll
can also be given in terms of the Euler angles as follows. To determine
the image of a rotation
gf,A,
g
11
rr
gyh9g4' ~' L v u}
±1
v u/
we consider separately the two cases h9 and gT and use stereographic projection (cf. picture at the bottom of this page). 1) The rotation gf is projected on the rotation
H e
of the same angle in the a -plane. This rotation is given by the matrix
i [e 0 2
e 0Z
E Aut hol(U)
=
S1 2((E)/{±1}
']
Stereographic projection from the north pole N of a sphere of radius ' , on
the tangent plane to the southern pole S .
99
2) The rotation h9 of angle 9 around the axis 0 is projected on a homography (or fractional linear transformation) that is completely determined by its action on the imaginary axis Sy in the
Z-plane. If y = tg2o
y'
then
,
tg2(or+A) - tg2« + tg28 1 - tg Za( tg29
=
so that
tg29 -y tg 29 + 1
y y,
iy,
+
cos 29 y + sin 29 i2 sin 29 y + cos 29
_
cos 29 iy + i sin 29
=
isin
29
cos
29
i
cos 29
And the homography corresponding to h9 is given by
cos 29
i sin 29
[i sin 29 cos 29 Combining
two
the
results for g, and h9 , we find by matrix multipli-
cation
_
g
_
g,
rcos 29 e12
i sin29 e12
g be a rotation of angle 4' around a certain
axis. Then Re(u) in terms of the Cayley-Klein parameters,
cos 2,O =
cos 24 = cos 29 cos 2 ((f +y') in terms of the Euler angles
.
Proof. The angle of rotation is invariant under conjugation (in SO3 and in SU2). Consequently, we can find the angle cp by diagonalization.
-
Let us find the eigenvalues of the 2 x 2 matrix with Cayley-Klein
parameters u and v :
ua u--
=
I
a2 - 2 Re(u) A + (uu + vv)
14' whence
a 12
= 1
1,2
=
Re(u) +- i
l - Re(u)2
_
0
,
1
q.e.d.
100
We can use the preceding proposition to determine conjugacy classes in SO3(JR). First in SU2
g
=
vl
(u
is conjugate to I
Thus we can always choose the eigenvalue Im(A1) > 0 and we fix 2 = e12 In this way,
e12' 0
and to
,
/
.
= al = e12o so that
20 x , i.e. 0 < q5< Dr.
with 0
is the unique solution of cos 20 =
(P
e-lb 0
\ 0 e0 e12
\-v u /J
Re(u) with
E [0,2n]. In SO3(]R) = SU2((r)/t±1} we still have
so that
and
4)
2 1r
- 0 lead to conjugate matrices, and we can choose
the solution 0 with 24> E [0,n/2] , namely c4E[0,7E] . We do this by putting Re(u)l
cos 2
(u = ul+iu2)
lull
=
and by choosing the representation
cv
with
V
0 < u1 < 1
U Remarks
1) To go from Cayley-Klein parameters to Euler angles, one
has to solve IuI
=
(unique 9 E [0, 7t [) , sin 29 =Iv
cos 29
J
and one must have
argu
2(f -
+ n)
=
argv
whence Cf
=
argu + argv - ITC
(mod 2 Tt)
t'
=
argu - argv + 21t
(mod 2 TC )
The closed curve T -+ g
(parametrized by p E[0,27L]) is lifted in
SU2((E) in the (non-closed) curve
e'2T `P
I\
(
0
0
with extremities 12 and -12 in SU2(U). This proves that the closed path
(p H g,
is not homotopic to a point in SO3(IR).
101
2) If 1H is regarded as CE-vector space with scalar multipli-
cation given by
A
H1 -> G12((U)
,
the left regular representation
is given by
_v
u
(v u)
LT
g
With the scalar multiplication
2 q
the right regular representa-
,
tion leads to
Tg
Cv u
As we see, to insure (U-linearity, we have to take group action and
scalar multiplication on opposite sides. 3) The subgroup
A = Jgr :
046[0,2x] I C SO3(]R)
is a maximal abelian subgroup. Indeed, any commuting family of rotations (each rotation is a semi-simple operator) can be simultaneously diagonalized, hence has a common rotation axis. In particular, all commutative subgroups of SO3(JR) are conjugate to a subgroup of A,
and all maximal abelian subgroups of SO3(R) are conjugate to A.
REPRESENTATIONS
N
We define a sequence of representations of the universal
covering G = SU2((U) of G = SO3(JR) as follows. For an integer n > 0 (i.e. n 4_=1N), let Vn denote the space of homogeneous polynomials of
degree n in two variables (and complex coefficients)
:
V®n}.
Vo
=
(E
V1
,
=
V ,
...
Vn ={symmetric tensors in
,
We'define the action of
M =
(
v
u) e SU2(E)
on polynomials by right multiplication P
=
P(zl,z2) H PM
=
P(uzl-Vz2,vz1+uz2) We can de-homogeneize by p(z)
=
P(z,l)
(conversely
:
P(zl,z2)
=
z2 p(zl/z2) )
.
102
Thus the above action on polynomials of degree 1
dim De
.
(10.2) Theorem. The character of Dn/2 is given Xn/2(g)
=
0g E [0,n]
where
Un(cos z lg)
is the angle of the rotation g and Un is the nth
z
Tchebycheff polynomial of the second kind. Similarly, for in = e integral, is given by
the character of Dt,
xe (g)
=
U2e(cos
Og ) z
( i Og E [0, Zn] angle of rotation g).
Before we prove this statement, we remind the reader that the
Tchebycheff polynomials of the first kind can be defined by
Tm(cos 9)
=
cos m8
.
103
... is orthogonal on [-1,1] with respect
The sequence To, T1, ... ,Tn
to the density (1 - x2) 2
:
+1 J
dx
M(x) Tn(x)(1 - x2)
=
for m # n
0
1
-1
These polynomials satisfy the normalization condition m(1) = 1.
The
Tchebycheff polynomials of the 2nd kind can similarly be defined by
= sin (m+1)0 /sin @
Un(cos A)
The sequence Uo, U1, ...
(1_x2)4
to the density
Un .
.
... is orthogonal on [-1,1] with respect
2
+1
S-1 m(x) Un(x)
1 - x2 dx
for m
0
=
n
They satisfy the normalization condition m(1) = m+l Proof of the theorem. Let us simply make the computations for SU2((E), taking the basis
1, z, z 2 , ...
, z
n
of 1Tn
consisting of simultaneous eigenvectors for the action of the i2
matrices
0,
( e
0
e-lzf
Such a matrix acts by
l
)
Thus the eigenvalues are
e-in 2
ein 12T
and the corresponding trace is
ei
.V
xn/2(gf)
- Z n)w = e -i 2 np
el(n+l)(p
1-e
o6N)Gn _
1-
e-1(n+l)29' - el(n+l)!?
e-'2' - e"I0
sin (n+l)Ztp
=
Un(cos
q.e.d.
sin I The reader has observed that in the case of SO3(R)
the polynomials U22 with even index appear.
,
only
They form an orthogonal
basis of the space of even polynomials on [-1,1] (with the above density).
104
(of G) and D't (of G) are
The representations Dn/2
To prove it, we shall use the criterion
irreducible for all n , t e 1N .
of (7.3). For this purpose, we have to know how to integrate central
N
functions on G
(or G)
(10.3) Lemma. Take G = SO3QR) and y e Cinv(G) and write
T(g)
N
f(coszg)
=
N
(and f(-x) = f(x) = f(x) for -1Sx,< 0).
Then we have
fG f(cos20g)dg
f0 f(x) 1-x2 dx
=
=
2 7C
=
1
l - x2 dx
r f (x) 1
and
1 f(cos 1$g) dg
=
c
f f(cos 10) sin2'0 d(IO) 2 2 2
G
(The constant in this last formula is easily determined by taking f = 1,
dg = 1.)
using the normalization of the Haar measure
fG Proof. Let us make several changes of variables, with the purpose of ending up with
x
=
cos 24
=
cos ,2
ul = Re(u) )
( =
We start with P
@
,
0
=
2 (9' - i)
z=
,
1(F + y.,) 2
The absolute value of the Jacobian of this transformation is ; sin 29
Thus we have =
(8x2) -1sin9d9dT di
=
(81t2 ; sin Z9)-1 sin 9 dp da dt
ul
=
P cost (= cos 29 cos 2 (lP +') = ± cos Z O )
`u2
=
psint
dg
_ =
7G-2
P dp dcr d2
Then we put
with Jacobian
a
,u2)
a (P,t)
=p
>
(thus we have u = u1 + u2i = P e1z
p dp d2
=
duldu2
). This proves
dg
=
n-2du1du2d r.
105
The domains of variation of these variables are indicated in the following
pictures
U
1
, t 6 C0,Zit] , t fixed
keeping u1 and u2 fixed
tr = t - VE[ t,t-2lt]
(i.e. P and r fixed) T,
f d6
( for all t).
27r
=
t- VG Integrating in u2 (u1 still fixed) we get
J
dug
=
2
1 - u,
1 -uA
Finally,
fG f(cos 210g) dg
=
7C
J1 f(x) 1-x2 dx
fO du1 f(ul)
1-ul
f 1 f(x)
1-x2 dx
J =
0
=
-1
as claimed.
(10.4) Theorem. All representations Dn/2
and D, (of G ,
reams
. G) are
irreducible (n, E F -IN) . More precisely, the dual of the compact
group G consists of the representations
and the
Dn/2 (n s 1N)
dual of the compact group G consists of the representations
Dt (L E N ).
Proof. The Tchebycheff polynomials of the second kind Un (n r. N) form a
total orthonormal system on [-1,11 with respect to the density The even polynomials U2P to the density ,
1 - xZ dx
1
x2dx.
have the same property on [0,1] with respect . Thus this theorem results from (7.3) and
(10.3).
q.e.d.
(10.5) Theorem (Clebsch-Gordan). For E , m E IN, the representation
D, 0 m of S03(]R) is equivalent to Die-mi ® ... a De+m
.
106
(Thus DE (& D
m
is a sum of 2N + 1 inequivalent irreducible representations,
the integer N being the minimum between Q and m.) Proof. Assume for example that m < t. We have seen (10.2) that the
character
is given by
of DC,
xt(gj)
=
e-iey
+
... + el
For simplicity, replace elf by t
t =
:
$
(1 + t + ... + t29) = t o+, t e 1 t2Q+1 = t-
1-t
1-t
We have also seen that the character of a tensor product of representations is the usual product of characters (sec.7), hence
xlk®D,
t -e - tQ+, 1-t
(91
But
t
o+µ
1µl4 m
=
T lµl< m
IN` m
t-
t
1- t
L
(exchange f and µ)
so that we can still write
t-P-'" - tl+p+1
x1)®DM (g) IN
0 and 0 # f E Cc(G) ).
_
_
118
Observe that this density function w is continuous (it is given by an integral depending continuously in the parameter x) and the support of
n is the whole group G, so that w is the unique continuous function with n = w m . Take now x = e in the definition of w
w(e) m(f)
n(f')
=
=
for all f > 0, 0 # f E Cc(G) .
m' (f)
This proves m' = w(e) m proportional to m as claimed. From the relative uniqueness of Haar measures follows that if
G -o- G is a (continuous) automorphism of G,
f -* m(fa)
fa(x)
where
=
(f EC(G) )
f(o(-1(x) )
is proportional to m, say m(fa)
=
modG(a) m(f)
With the integral notation, this relation can be written
fG f (0(-l(x)) dx
(dx = dm(x)).
mod G (0r) fG f (x) dx
=
In particular when of = Int(s) is the inner automorphism produced by an element s e :G , we put
AG
:
AG(s) = mode (Int(s))
G - 1R+
modular function of G
,
By definition, we have thus r
(12.1)
f f(sxs-1) dx G
= Q G(s) f f(x) dx
f(xs-1) dx
= J G
G
Extending the Haar measure m to Borel or measurable subsets of G, the preceding relations can be written in the perhaps more natural form
m(o((A) )
=
modG(o() m(A)
m(slA s)
=
m(As)
(12 . 2)
The modular function e G
:
=
AG(s) m(A)
G -*. R+
is obviously a homomorphism.
It is continuous since by (12.1) we can write it
4(s)
f(xs-1)dx/ fG f(x)dx
= fG
for any f e Cc(G) with m(f) # 0 for s in the center Z of G,
.
In fact, since obviously A G(s) = 1
the modular function can be regarded as a
function over G/Z: (12.3)
QG
=
1
when
G/Z is a simple group ,
or G/Z compact .
119
(12.4) Lemma. Let G be a locally compact group, dx = dm(x) a Haar
measure on G. Then with A = Q G
m(fg)
rG f(x 1) dx =
=
r
JG
(X) dx
m(f/0)
=
for f E Cc(G) (or f 6 L1(G)...). More simply d(x1) = A(x)-1 dx Proof. One checks immediately that the two measures d(x-1) and A(x)-1 dx are invariant under right translations, hence proportional
d(x)
c p(x) -1 dx
=
Replacing x by x 1 in the preceding equality, we have dx = c A(x) d(x)
and substituting the expression for d(x)
dx
=
c p(x) c A(x)-1 dx
=
c2 dx
Since all these measures are positive, c > 0
c = 1
and
q.e.d.
(12.5) Proposition. Let G be a locally compact group and H a closed
normal subgroup of G. Then the modular function G1H
of H is the
restriction to H of the modular function AG of G. Proof. Since H is closed, G/H is a Hausdorff space. Moreover, since the canonical projection p
:
G --- G/H is an open map by the definition
of the quotient topology, for any compact neighbourhood V of e in G, p(V) is a compact neighbourhood of 6 in G/H .
In
particular, G/H is a
locally compact group. Let fn denote a Haar measure of G/H. Then the
linear form
f '-}
I
dm (x) f f (xh) dh
G/H
is a Haar measure m on G .
H
(f ccc (G)
Replacing f by a right translate fs (for s r. G
we put fs(x) = f(xs) ) we obtain immediately when s e- H d G(s)-1
=
AH(s)-1
q.e.d.
We say that a locally compact group G is unimodular when its modular function is trivial: A G = 1. Unimodular groups are those having a left and right invariant (Haar) measure. (12.6) Corollary. Let G be a locally compact group. Then the kernel of
the modular function QG is the largest closed invariant unimodular subgroup of G.
)
120
HOMOGENEOUS SPACES Let H be a closed subgroup of the locally compact group G.
We are going to investigate when there exists an invariant measure on the homogeneous space G/H (G acts by left translations on this space). If dx and dh are Haar measures on G and H respectively, any invariant
measure m (or dm(x)) on G/H should satisfy
(*)
f f(x) dx
f
=
dm(x) f f(xh) dh
G/H
G
(f E Cc(G)) .
H
Applying this equality to a right translate of f by an element s E. H
gives the condition 6 G(s) = 6H(s).
Thus, an invariant measure on G/H
can exist only if
AH =AGIH We are going to show that this condition is sufficient. Quite generally,
let us define a function fH on G/H when f E Cc(G) by fH(z)
=
f f(xh) dh H
Thus, (*) can be rewritten
f f(x) dx
=
f
dm(x) fH(x)
G/H
G
In particular, we see that if an invariant measure m on G/H exists, (**)
fH
=
f f(x) dx
0
=
(f E C(G) ).
0
G
This is the crucial consequence of (*). Indeed, if (**) is satisfied, the value of m on the special functions
f E Cc(G))
cf =
fH E Cc(G/H) (for some
is given by
m(T)
=
m(fH)
= fG f(x) dx
independently from the choice of f
fH
=
:
gH = (f - g)H fG (f - g) dx
=
(*)
=
0
0=
fdx
=
rG gdx
fG
According to these preliminary observations, the strategy is as follows
a) prove that all 16 Cc(G/H) can be written (for some f E Cc(G)
)
,
=
fH
121
b) show that AH = 6G I H
= (*) holds
.
For reference, we formulate these two steps as follows.
(12.7) Lemma. The linear mapping Cc(G) -- Cc(G/H)
, f
fH
is surjective.
Proof. First of all, letting p
:
G --> G/H denote the canonical projec-
tion, we show that every compact subset A of G/H is the image A = p(K) of some compact subset K of G. Indeed, when U is an open relatively compact set of G, p(U) is also open and relatively compact in G/H. These sets cover A so that we can find a finite number of open relatively compact subsets Ui of G for which the union of the p(Ui) cover A. Thus,
we can take for K
P (A) () UUi Then, it is enough to show that a positive function T E Cc(G/H) with
compact support A = p(K) in G/H is of the form fH for some positive continuous function f with support in K C G .
Cc(G)
9
,
But there exists a
9 > 0 on K (hence 9 > 0 in a neighbourhood of K).
The obvious formula
(T e)
H
= T eH
-
shows immediately that T =
(9
(?/9H )H
=
fH with
f = 9 T/9H Since 9 has compact support, f also has compact support and since 9H > 0
on the support of T,
T / 9H is well-defined and continuous.
q.e.d.
(12.8) Proposition. Let H be a closed subgroup of the locally compact
group G. An invariant measure exists on G/H if and only if AH dG
IH
Such an invariant measure m on G/H is characterized by
ff(x) dx
=
fG/H
rH f(xh) dh
fH(x) dm(X)
=
fG/H for all f E Cc(G)
.
Proof. It only remains to show that the assumption on the modular
function of H implies that (*) holds. But when f and g E Cc(G) ,
Fubini's theorem
(for continuous functions on compact spaces) gives
122
f f(x) gH(x) dx = f dx f(x) r dh g(xh) G
f dh f dx f (x) g(xh)
=
By assumption, and since d(h-l)
f dh f dx f (th-1) g(x)
= =
_
JH
G
AG(h)-1
AH(h)-1 dh (12.4), we can still
write the preceding integral as
dx ('f(xh-1)
dH(h)-1
g(x)
dh
=
f dx f f(xh) g(x) dh
f f (x) g(x) dx
_
G
Consequently,
fH
JG
implies
0
=
f (x) gH(x) dx
=
0
for all g e C
(G)
c
But by the preceding lemma (12.7), there exists a function g for which gH(x)
1 for all x r- Supp(f)
=
f f (x) dx
=
.
.C(G)
Thus
0
G
as was to be shown.
q.e.d.
One should observe that when H is a compact subgroup of G, the condition of the proposition (12.8) is automatically satisfied.
In this case, p t
p
:
.
G -+ G/H is a proper map and its transpose Cc(G/H)
---9-
Cc(G)
(composition with p)
allows one to define the invariant measure m on G/H simply by composition of the Haar measure of G with tp : m is then the image of the Haar measure of G by the proper map p (cf. proof of (3.1) and (8.7) ).
When a quotient G/H has no invariant measure (cf. examples below), it may still be useful to consider relatively invariant measures on this homogeneous space. By definition, these measures are those which are multiplied by some constants under translations.
More generally, quasi-invariant measures on G/H are those which are multiplied by functions under translations. According to the RadonNikodym theorem, the quasi-invariant measures are characterized by the fact that their family of negligible sets is invariant under translations.
123
EXAMPLES 1) The Heisenberg group consisting of matrices 1
x
z
(0
1 0
1
`0
y)
(x, y, z e IR )
is unimodular. Indeed, the measure
dx dy dz is both left and right
invariant. 2) Let K be a locally compact (non-discrete) field and dx a Haar measure on the additive group of K. For any a e K",
x H ax
is an automorphism of this additive group and thus d(ax)
modK(a) dx
=
=
I a I
K
dx
a H IalK
for some positive constant IalK . Moreover,
homomorphism K"
is a continuous
On the multiplicative group K", d"x =
lxjK'dx
is a Haar measure.
3) Let G denote the subgroup of upper triangular matrices
of Sl2 (R). The identity a b
x y) =
(0 a-1/l(` 0 x l)
ay+bx 1
ax
l
a-lx 1/
`0
shows that
x 2dxdy is a Haar measure on G (observe that d(ay + bx 1) = d(ay) = laldy)
On the other hand,
1x y lra
b l)
=
0 x-1/\ 0 a 11
(ax x ly+bx)
a-1x1 /
0
shows that
(a b1)
0 a
=
1/a2
.
In particular, this solvable group is not unimodular. The reader will check that a Haar measure on the group G1 consisting of matrices
(0
1)
is given by x 2 dx dy. Here,
a
b
jai-' and W-1 dx dy = d"xdy
is a right invariant measure. Similar considerations hold when the field R is replaced by any locally compact field K.
124
4) Let K be a locally compact (non-discrete) field. We are for
going to determine a Haar measure on the group Gln(K). Write g =
an element of this group. The product measure
® dg i,j
is not invariant, but it is easy to compute its transforms under trans-
lations. Let V = Kn, a = End(V) =
VV® V
,
(ei) the canonical basis
of V and (e1) its dual (canonical basis of Vv). We also denote by Pi = el ® ei the projectors on the lines Kei generated by the basis
vectors. Then
OL = ®(xPi x
O+
i = L el
i
V
xi i-+ (xi) --
T
(Tei)
is a left (t-isomorphism (A
el ® xi) (x)
= L e'(x) g(xi)
=
=
A T el(x) xi
=
L el ® g(xi) (x)
From this follows that left multiplication by a g ca Gln(K) in
a determinant equal to (det g)n dg
=
CL
has
and consequently
Idet g, Kn ®
i,3 dgJ
is a Haar measure on Gln(K). Similar computations hold with respect to right translations, hence Gln(K) is a unimodular group. Its invariant subgroup Sln(K) is thus also unimodular. S) Take now in particular the unimodular group G = S12OR). It is useful to let G act on the upper half-plane y = Im(z) > 0 z = x + iy e (E
g
=
by fractional linear transformations
b
(c
)
acting by
cz+d
This action is transitive (the subgroup with c = 0 already acts transiti-
vely) and the stabilizer of the point i is a compact subgroup K
ai+b ci+d Thus
_
i 4==; ai + b = id - c 4- a = d
K = SO2 (]R) c G = S12 (R)
and
g r-s g i
&
:
b = -c
gives an isomorphism
125
of the homogeneous space G/K with the upper half-plane. We first determine an invariant measure on the upper half-plane. Let
ab
az + b
g
= c d)
w
=
Ic z + dl-2 (a z + b) (c z + d)
=
Icz +
w
g. z
=
cz+d
so that
dl-2
_
(... + i(ad-bc))
Im(w)
=
dw
(cz + d)2 ( a(cz + d) - c(az + b)) dz
Ic z + dl -2 Im(z)
and =
_
=
(cz + d)-2 dz
In particular
d Adw = Icz + dI-4 d2Adz Im(w)2
dl-4 lm(z)2
Icz +
=
and
Im(z) -2 d! Adz is invariant under fractional linear transformations. Since dz n dz
=
2i(dx A dy), a positive invariant measure on the upper half-plane is
given by
y
-2
y-2
l dxAdyl =
dxdy
The formula SG f(g) dg
fG/K dm(g)
=
shows that with the identification
f f (g) dg
gK y
fy = Im z > 0
=
G
fK
(f E Cc(G)
f(gk) dk
x + iy we can write
y 2 dx dy f
f (gk) dk
SO2 (]R)
Of course, the Haar measure of the circle group K = SO2(JR) is
Zn d9
if
g
=
g8
-
sing
8 E (0,2x[).
(sin 9 cos B
Observe however, that if B denotes the subgroup of upper triangular matrices in S12(IR), the modular function A B # 1 does not coincide with
the restriction of the modular function A G (example 3 above) and thus there is no invariant measure on the homogeneous space G/B
.
126
EXERCISES
1.Let G be a locally compact group and H a closed subgroup of G. Assume that there is a relatively invariant measure m or dm(i) on GIH By definition, there are identities
JG/H (P(s-1 i) dm (k) = x(s) JG/H go(k) dm(ic)
( fv E Cc(G/H)).
a) Show that x is a character (i.e. a continuous homomor-
phism) G - i 2 c
.
b) The
map f i-i
f
dm(i) r f(xh) dh
G/H
(f E Cc(G))
H
is a relatively invariant measure /t on G (we have denoted by dh a Haar measure on H). More precisely,
sf(x) = of G.
f(s-1x)
c) The measure V /% : f Thus we can write At = x dx and
fdm(i) f f(xh) dh G/H
H
= x(s),(f)
a (sf)
=--,'
=
(f/x)
(s 6 G)
is a Haar measure dx
r f(x)x(x) dx
(f E Cc(G)).
JG
d) Replacing f by one of its right translates ft for some t E H ( ft(x) = f(xt) ), conclude from the preceding equality that 16H
= x.dG QH has an extension xdG : G
in particular,
Q'
which is a
character.
e) Let G = Gl2OR), H = upper triangular subgroup in G.
Show that there is no relatively invariant measure on G/H. (Observe that any character of G12(R) is trivial on the subgroup S12QR and thus
QH
cannot be extended as character of G. Remember that Sl2(Bt) is
the commutator subgroup of G.)
f) Let
G and H be as in e). Identifying the quotient G/H
with the projective line via c
d )
mod H H line generated by (a) in ]R2
or x = a/c C - 5
v{ooj,
show that the Lebesgue measure dx of.I? gives a quasi-invariant measure on the homogeneous space G/H.
.
127
2. Let G be a locally compact group acting continuously
and transitively on a locally compact space X. Show that if G is countable at infinity, the mappings
G -} X,
s r-- . s- x
(x a X)
are open mappings. In particular, for any x E X, X can be identified to the homogeneous space G/Stab(x) of G. (Observe that if K is any
compact neighbourhood of e in G, G is a countable union of translates will contain an interior point.)
of K. Since x is a Baire space,
3. Let G be a locally compact group and H, M two closed
subgroups with a product HM open in G. We wish to determine the restriction m of a Haar measure dx of G on HM. We assume that H x M
is countable at infinity and let this group act on G by
(h
EH, mEM, x6G)
Thus, the open set HM is the orbit of e a G under this action of HM. We identify HM with the homogeneous space
H x M/A
,
I (a,a)
=
A
:
a EH /) M j C H) M
(Ex.2 above).
a) Show that m is a relatively invariant measure on this homogeneous space. More precisely,
r
,/
f (hxm 1) dx
= Q (m) f f(x) dx
HM
G
(f 6 Cc (HM)
HM
b) Prove that
f f(x) dx HM
=
f
f(hm) AG(m) AH(m)-1 dh dm
HJC M
4. Let G be the locally compact group JR x1? discrete a Haar measure of G, and H the closed subgroup J0JxR discrete Show that
Sup m(K) K compact, K C H
Inf U open, U
,
m
m(U)
H
(In fact, Haar measures are regular Borel measures and equality would hold for all Borel parts H' for which both quantities are finite.)
).
128
13
CONTINUITY PROPERTIES OF REPRESENTATIONS
Let V be a locally convex (separated) topological vector
space and End(V) be the space of continuous linear mappings V --* V We also denote by Aut(V) = G1(V) the group of invertible elements of End(V). Thus A E GI (V) means that A is an invertible linear map V -- V and both A and A I are continuous.
Any homomorphism ttof a group G into G1(V) defines a linear action (still denoted 7c) of G on V 7L
:
G
--*
Gl(V)
,
G x V -- V
,
(s,v) H 7r(s) v
(13.1) Definition. Let G be a locally compact group and V as above.
A representation 7r of G in V is a homomorphism G --- G1(V) for which the corresponding action
G x V -* V is continuous.
It is useful to introduce the notion of separately
continuous linear action when all
S H 7C(S) V
v - ,r(s) v are continuous. The second condition implies n(s) E Gl(V) and thus,
any separately continuous linear action defines a homomorphism rC :
G ---s Gl (V) .
(13.2) Proposition. Let G be a locally compact group, V a barrelled
space and it a separately continuous linear action of G in V. Then 7c is a representation.
Proof. The Banach-Steinhaus theorem shows that i) for every compact subset K of G, the set z(K) c End(V) is equicontinuous.
Since G is locally compact, this property is equivalent to ii) there exists a compact neighbourhood SL of e e G with it(SL) equicontinuous in End(V).
Then take s = sox near so E G and v near vo e V and write
.
129
7r(s)v - 7t(s0)vo
=
7t(so) [lc(x) (v - vo)
+
7r(x)vo - vo
.
Thus continuity of the action follows from separate continuity and equicontinuity of the n(x) (x E A)
q.e.d.
.
A unitary representation it of G in V is a representation for which V is a Hilbert space and each 7t(s)
(s e G) is a unitary
operator. Thus, a unitary representation irof G in a Hilbert space H
is a homomorphism
7t: G --- U(H) into the unitary subgroup U(H) G G1(H)
such that all maps s i--3
rc(s)v (v c H) are continuous on G.
By the above proposition (13.2), any separately continuous linear action of G in a Hilbert space is a representation. But when
all operators 7t(s) (s E G) are unitary, 117r(s)II = 1 shows that 7t(G) is equicontinuous (in fact, U(H) is an equicontinuous set of operators) and the condition ii) of the above proof is trivially satisfied. Thus, the global continuity of the action defined by it follows without using the Banach-Steinhaus theorem. (13.3) Proposition. Let G be a locally compact group, H a Hilbert space
and U(H) the unitary subgroup of Gl(H). Then any homomorphism 7t
:
G
--'r
U(H)
for which all s ,--* (v I rc(s)v) (v e H) are continuous at the neutral element e e G , is a unitary representation of G. Proof. Observe that for s and t e G
V 7c(s)v - 7t(t)v II2 _ where x = t-ls .
( 7c(x)v - v
=
7r(t)-17(s) 11
7t(x)v - v)
=
v - v 11 2
2(v I v)
=
- 2 Re (v I 7t(x)v) q.e.d.
Thus the proposition follows.
REMARKS 1) Since weak and strong topologies coincide on the unitary group of a Hilbert space (cf. Dieudonne 1969, Chap.12, sec.lS p.79), continuity of a map s r-* 7c(s)v certainly follows from continuity of
all s
' -b-
(w 17r(s)v) (w E H). Moreover, on any bounded subset of H,
the weak topology can be defined by any total subset of H. Thus it
would be enough to check the continuity of all
s
i--+
(eil 7c(s)v) where
(e;) denotes an orthonormal basis of H. However, one should observe
130
that U(H) is not closed for the strong topology on the unit ball of End(H) attention, loc. cit.).
(this point seems to have escaped
If (n) C U(H) is a strongly convergent sequence of operators, its limit A = lim An (defined by A(v) = lim An(v) ) is an isometry but is not always surjective (take for example for An the operator defined by
n(ei) = ei+l for 0 4 i < n ,
and n(ei) = ei in H = e2(N)
:
An(en) = eo
for i > n
the strong limit of this sequence is the shift operator ).
2) It is possible to give weaker conditions for a homomor-
phism it :G --> G1(H) to be a representation. For example, if H is a separable Hilbert space, it is enough to check that the mappings
s f--!
(w I n(s)v)
(w, v E H)
are measurable. In this case, the mappings s i-s Tt(s)v
(v E H)
are called weakly measurable, and weak measurability implies strong measurability (Bourbaki 1959, Prop.12 p.21).,For these properties, the reader should consult Gaal 1973 (Th.l p.304, Prop.2 p.305 and Th.3 p.306).
But here is an example where weak measurability is not sufficient to imply measurability (and strong continuity). We take G =]R and H a Hilbert space with orthonormal basis (et)t Tt :
--4
G = lR
U(H) ,
is defined by ic(s)(et) = et+s G
--'-
H
,
s
E ]R
. The homomorphism
s -+ Tt(s)
,
. The mappings
-* tt(s)et = et+s
are not measurable (although they are weakly measurable) and it is not a unitary representation in our sense (H is not separable so that the general results quoted above do not apply). 3) For a discussion of the continuity properties of representations, a general reference is Bourbaki 1963 (sec.2 p.128).
A somewhat easier treatment is given in Borel 1972 (p.16). Irreducibility of representations is defined as in sec.2 (p.14) and
Prop. (2.1) is still valid.
131
EXAMPLES 1) Let G be a commutative locally compact group. Schur's lemma shows that the unitary irreducible representations of G have dimension 1 and can thus be identified with the continuous homomorphisms
x
--+ Ul (U) C X
G
:
.
These are the characters of G. The set a of characters of G is a group (pointwise multiplication) and in fact a locally compact group for the topology of uniform convergence on compact sets. This dual a of G
again has a dual and the Pontryagin
duality shows that
is canonically isomorphic to G
(G)_
.
For example if G =]R, the characters ]R --v U1((E) can all be written
in the form
t y
eist
(s E. ]R)
and the dual a =IR is isomorphic toJR. The regular representation of IR in L2(]R) is a unitary representation (cf. infra., since this group is
commutative, its left and right regular representations coincide). and it is easy to construct non-trivial closed invariant subspaces
of this representation. For this purpose, let us denote by F
--}
L2 (1R)
:
L2 (R)
the Fourier transform (it is a unitary operator defined on L1(IR) t) L2(JR) by the integral formula (Ff) (s)
f f (t) e-ist dt
=
)
lR
Then for any (measurable) subset A C :R, put HA
Thus
=
I f e L2(JR)
:
Ff vanishes outside A }
HA = tOlwhen A is negligible and HA = L2(IR) wheniR - A is
negligible. If fa denotes a translate of f, the formula F(fa)(s)
=
e-ias F(f)(s)
shows that all subspaces HA are invariant under translations. But it can be shown that L2(JR) contains no invariant irreducible subspace.
132
2) Let G be a locally compact group acting continuously on a locally compact space X admitting a quasi-invariant positive measure m,
say dm(s-lx)
(s E G, x c X ).
ICS(x)I2 dm(x)
=
To make integration theory easier to handle, let us assume that X is
countable at infinity (there is a countable fundamental system of compact sets in X). We also assume that the functions cs are continuous
on X and tend to 1 uniformly on compact sets when s -+ e e G . Then the formulas (m(s)f)(x)
cs(x) f(s-lx)
=
define a unitary representation it of G in H = L2(X,m). First of all,
('X I f(s-lx) 12 Ics (x) 12
=
f
= J'If(s'x)12
dm(x)
f(X)12 dm(x) I
dm(s-lx)
=
11f U2
=
proves that 7C(s) is a unitary operator in H for all s e G. Then, the separate continuity of the action associated to it can be verified as in sec.2 p.17, starting with the continuity of the maps
G -* H ,
s
b--*
it(s) f with f e Cc(G)
.
Examples of this kind often arise: homogeneous spaces G/H always admit quasi-invariant measures (with respect to left translations). We shall
have to consider the case of G = Sl2(R), X = upper half-plane consisting of the z = x + iy with y = Im(z) > 0 and positive measures
m=
mk
=
yk-2 dx dy
It is of course possible to generalize this kind of construction (cf. Bourbaki 1963 Ex.13, p.199 for example).
(k
e IN
.
133
REPRESENTATIONS OF G AND OF L1(G)
14
Let G be a locally compact group and L1(G) the Banach space of integrable functions on G with respect to a fixed Haar measure
on G. Thus L1(G) is the completion of the vector space Cc(G) of (complex) continuous functions f : G --s C vanishing outside some
compact set of G, with the norm 11f II
ilflll
=
=
f If(s)Ids
The formula
f * g (t)
(14.1)
=
JG
f(s) g(s-1t) ds
defines the convolution product first on Cc(G) and then on L1(G) by
continuity
:
f
G
I f * g(t)I dt
,i
V c Vi)
and take 0 4 ui E CC(G) with
Iluill
= f ui(s) ds
=
ui vanishes outside Vi
and
1
Then the lemma follows. In fact, if f e Cc(G), ui * f -s f
and
f * ui
q.e.d.
-b.
f uniformly on C.
Let us observe that when the group G is unimodular, the definition (14.1) of the convolution product in L1(G) can also be
given equivalently by
(14. S)
f * g (t)
=
fG f(ts-I) g(s) ds
( G unimodular)
In this case, we also have f*(x)
(i.e.
f(x-I)
=
f*
=
fv)
The presence of the modular function in the definition of f* in general is best explained by the consideration of this involution on the Banach space (algebra) M1(G) consisting
of bounded measures on G.
Using a fixed Haar measure m of G, there is an embedding
LI(G) c-+ MI(G)
f
,
- *
which is an isometry . If n E M1(G) is a bounded measure on G, one
defines a bounded measure Inl by Inl(f)
=
Sup ln(g)l
for
0 < f E Cc(G)
Igl- 0, we can find an index i such that
ui(x)
0 = U t(x) v - v 11
#
(for a fixed v E.V)
JJ
dm(x) dm(y) Ik(x,y)12 = TII Keij 2
= II KI12
q.e.d.
144
EXERCISES
1. Show that L1(G) is not a stellar algebra in general. Hint: Show that for f E L1(G), 2
f* * f J) = I f f (x) dx
I
( < )if
u2
)
so that f* * f = 0 as soon as the "average" of f is 0. But
Uf* * f11 =
if f >0 .
If Q2
2. Let K and H be two integral operators in L2 = L2(X,m) given by two kernels k and h on X x X (as in (14.13)) respectively. a) Prove that the scalar product of these Hilbert-Schmidt
operators is given by
f p(x,x) dm(x) where
p(x,y)
=
rk(z,x) h(z,y) dm(z)
is the kernel of K*H. J b) Observe that x t--' p(x,x) = (k(.,x) / h(.,x)) is in L
since it is the product of the two vector valued L2-functions
x h-Y k(.,x) x
,
+--' h(.,x)
(use Bourbaki 1965, Int. Chap.IV, sec.6 Cor.1 de Th.2 p.208).
Remark. This exercise shows that the trace of the (trace class) operator K*H is given by the integral over the diagonal of its kernel.
145
15
SCHUR'S LEMMA
UNBOUNDED VERSION
:
We have to review a few facts on unbounded operators in a Hilbert space. Here are three references for this theory Riesz-Nagy 1975 (Chap. VIII),
Dieudonne 1969 (vol.2, Chap. XV, sec.ll-13), Lang 1975 (Appendix 2).
An unbounded operator T in a Hilbert space H is a linear map DT ---> H defined on a dense subspace DT c H. To be more precise, one
should speak of the unbounded operator (T,DT). In particular, we consider as distinct, two unbounded operators having distinct domains of definition.
An extension S of an unbounded operator T is an unbounded operator = T . In this case, we simply write S T T (15.1) Definitions. a) An unbounded operator T is said to be closed when
(S,DS) with DS :>D T and SID
its graph ( C DT x H) is closed in H >,H. b) The operator T can be closed when it has a closed extension. This second condition is satisfied when the closure of the graph of T is still a functional graph, namely when
y=0
xn -a 0 and T (xn) --s y
.
When T can be closed, the smallest closed extension of T is the operator T having for graph the closure of the graph of T
x e DT
(15.2)
3 (xn) c DT with xn -+ x
and
{ TxnI bounded.
To see this, we first have to introduce the adjoint T* of T. First,
we define DT*
Then
=
{xEH:
y '- (x
Ty) continuous on DT
Riesz' theorem allows us to put T*x = z if
x e DT* and (x Ty)
=
(z
y)
=
(T*x
y)
(y EDT).
Then we have (15.3)
DT* dense
4=4
T can be closed
T
=
T**
146
Coming back to (15.2), if {Txnj is bounded, we can assume -extracting a subsequence if necessary- that Txn converges weakly to an element z. In particular, for all y E DT*
-'> (z I y)
(Txn I y)
whence x e DT** and T**x = z .
,
,
(xn I T*y) - (x I T*y)
Thus (15.2) follows from (15.3).
For any operator T, T* is closed. (15.4) Definitions. Let T be an unbounded operator.
a) T symmetric e= T c.T* (hence DT* dense and T can be closed) b) T self-adjoint 4==)P T = T* (and DT = DT*), c) T essentially self-adjoint 4==> T can be closed and T = T*
.
Thus symmetric operators are characterized by
(y I Tx)
(TyI x) for all x and y in DT ,
=
and essentially self-adjoint operators have a closure which is self-adjoint. If T is an unbounded operator, T*T is canonically defined on
DT*T
= {x EDT : Tx EDT*} =
DT C T 1DT*
.
In fact, one can show that (1 + T*T)-1 is a continuous (bounded) operator: its norm is < 1 and it is positive (spectrum in [0,1] ).
Here is a classical result (15.5)
T closed
=
T*T self-adjoint
.
A normal operator T is a closed operator for which T*T = TT* (this equality requires DT*T T self-adjoint ;
= DT.f*).
For example
T = T** = T closed =
T2 = T*T self-adjoint
T normal
There is a complete spectral theory for normal operators (in particular, for self-adjoint operators). In this theory, it is possible to define functions of T : in particular, (T*T)2 is the absolute value of T and (15.6)
Every closed operator T has a polar decomposition T = UP i
where U is partially isometric (U*U = 1) and P = (T*T)2 is self-adjoint and positive. Here, T is an unbounded operator, but U is necessarily continuous with RU11 4 1. When T is symmetric, T c :T*
T C T*
147
and thus T is still symmetric (with T* = T*). In this case, T can have several closed extensions, but at most one self-adjointextension (by maximality). To analyse this situation, one has to consider the spaces D+
(T + i)DT
=
,
D
=
(T - i) DT
.
(For typographical convenience, we write T + A instead of T +A 1H But (15.7)
When T is closed and symmetric, (T + A)DT is closed in H for every complex ) E (E with Im(A) # 0
(15.8)
When T is symmetric, D+
=
D
=
.
H 4=+ T self-adjoin
In particular, when T is symmetric and both Dt are dense in H, T is
essentially self-adjoint Coming back to the case T closed and symmetric (hence Dt
closed in H), it is easy to check i)xff2 JTxll2
=
11(T +
+
Iixg2
=
1(T -
i)xl2
(x EDT)
hence there is an isometry U : D+ -i D which makes the following
diagram commutative
-
T + i
DT
T
D+
(T + i) DT
U
isometry
D
Self-adjoint extensions of T correspond to unitary extensions of U.
Thus we obtain the following criterion. Define the defect indices m+
=
Codim D+
,
m
=
Codim D
for T closed and symmetric (these cardinals can be finite or infinite). (15.9)
T self-adjoint 4 (m+,m)
(15.10)
T has a self-adjoint extension (m+,m)
(44 m
= m
=
(0,0)
= m finite or infinite)
,
=
.
We can now turn to applications of this theory.
(m,m)
148
c End(H) a (topologically)
(15.11) Lemma. Let H be a Hilbert space,
irreducible set of operators which is invariant under A '-+ A* and
operator with
(T,DT) a closed (unbounded
A(DT) C DT
AT
for all A e
DT is
c1 -invariant
for all A E .
TAID
=
:
T Then T = a lH is a scalar operator and DT = H
Proof. 1) Let us show that DT* is also
y Ni
-invariant. Take x E DT*
is continuous on DT
(x J Ty)
.
As
(A I TY)
(x I A*Ty)
=
(x I TA*y)
=
since A*6 11 and A*y E DT , the mapping
y H (Ax I Ty) can be factorized as y F--s A*y H. (x I TA*y) and is thus continuous: Ax E DT* and (T*x I A*y)
(AT*x I y)
=
_ I
(x ITA*y)
( y E D
(Ax I TY)
=
proves the expected commutation relation of T* 2) As DT*T = DT fl T-1 DT*
,
T
(T*Ax I y) and A C. t
)
on DT*
this domain of definition is also invariant
under all operators A e I
x E T 1 DT*
4==>
Tx E DT*
ATx E DT*
furnishes for x EDT TAx
=
Ax ET-1 DT*
ATx EDT*
3) The self-adjoint operator T*T has a spectral decomposition with
spectral projectors still commuting to all elements of I. By irreducibility assumption of CI
,
these spectral projectors can only be 0 or 1H
But T*T is a weak limit of linear combinations of spectral projectors.
Thus, T*T = Alfa must be a scalar operator (and A > 0). We infer IITx1I2
=
(Tx I Tx)
=
(T*Tx I x)
= 2Ixb2
(first for x e DT*T ...). Thus T is continuous and the bounded version
of Schur's lemma (8.6) applies: T = ji.l with IH 2 =
.
q.e.d.
149
(15.12) Unbounded Schur's lemma. Let (1C, H) be a unitary irreducible representation of a group G and (T,DT) a closed operator with DT
(s a G) .
7c (G) -invariant and x(s) T = T 7c(s) ID T
Then T = A 1H is a scalar operator (and DT = H). This is the case It = 7C(G) of (15.11).
From this, we deduce the following statement. (15.13) Theorem. Let (7c, H)
0 # T
of a group G ,
and (,',H') be two unitary representations
DT --! H' a closed operator (DT dense in H)
:
with
DT ?c(G)-stable,
le (s) T = T 7c(s) ID
for all s E G .
T If 7c is moreover irreducible, T is a multiple of an isometry (hence is continuous with DT = H) and T furnishes an equivalence of 7L with a
subrepresentation of 7c' Proof. One checks DT*T
=
.
as in part 1 of the proof of (15.11) , that Dr* and
,
DT r T-1 DT* C DT are i(G)-invariant. Since T is closed, T*T (in H, and its domain DT*T is dense). By assumption
is self-adjoint
n,
(s-1)
(se.G)
T = T 7c(s-1) I DT
implies
= IC(s) T*
T* 7e (s) ID T*
and thus x(s) T*Tx
=
T* fe (s) Tx = T*T 9C(s)x
for x E DT*T C DT . Thus the unbounded Schur's lemma (15.12) applies to the unbounded operator (T*T , DT*T) in H, and the irreducible represen-
tation it. Consequently, T*T =A 1H is continuous and its domain is H (a fortiori DT = H and T is continuous by the closed graph theorem, but this last fact can be seen independently as we shall see). Thus,
(Tx I TY)
=
(T*Tx I y)
= A (x I y)
and T is injective (T # 0 = # 0), with T/JX- isometric. This implies that the image of T is closed and T (or T/rA) an equivalence of it
onto 't'IImT
.
q.e.d.
150
EXERCISE
Establish (15..11) with the following weaker assumptions.
Still assume t C End(H) is irreducible in H, (T,DT) is closed, but replace the commutation of elements A E 13 with T on DT by the following.
Let W be a dense subspace of H contained in DT with
w .f -invariant and TAx = ATx for A Et and x E W. Hints: a) Define S = TIW an unbounded operator on DS = W. Thus S has a closed extension (take T) and its closure S = S**.
b) Let the elements A 6 1 "act" in H >cH by
(Ax,Ay). Prove
C Graph(S) hence
C Graph(s) by continuity.
c) Apply (15.11) to
and (S,DS)
Formulate the corresponding generalizations of (15.12) and (15.13).
151
16
DISCRETE SERIES OF LOCALLY COMPACT GROUPS
In this section, G will always denote a locally compact
unimodular group. Let 7t: G - . Gl(H) be a unitary representation of such a group. For each u, v s
.
(u 17t(s)v)
s-s
H, we can form the coefficient cu =
c'(s)
By definition of the continuity of a representation, these functions are continuous. Since 7r is unitary, they are also bounded
I (uI?t(s)v) I
(w , f)
in H K L2 (G)
Thus =
CU (s) n
(u I a(s)
n)
(n(s-1)u I wn) +
_
(7t(s-1)u
w)
and the convergence cw -- cW is uniform on G n = cu (s) Wn Extracting a subsequence of (Twn) , -
Icc (s)
cW (s)
=
I(n(S-1)u
w - n)I < auHOw - wd
I
Twn(s)
--
I
we can assume s 0- N (negligible in G)
for
f(s)
n This proves f(s) = ce(s) for si¢ N and thus cw g L2(G) , w E W and
f
=
Tw
:
(w,f) E Graph(T)
Since we are assuming G unimodular, its right regular representation r
in L2(G) is unitary and we can apply (15.13) to T considered as an intertwinning operator between it (on W) and r (on L2(G)). Thus T is a multiple of an isometry and gives an equivalence between it and a subrepresentation of the right regular representation. In particular, cW E L2(G) for all w s W and T is continuous. Similar considerations
would apply to the left regular representation and would show 2
cU CL (G) for all u, v e H We have thus obtained the essential part of the following statement. (16.2) Theorem. Let G be a locally compact unimodular group and it a unitary irreducible representation of G. Then the following properties are equivalent
:
153
i) one coefficient cv # 0 of z is square summable,
cu of 7t are square summable,
ii) all coefficients
iii) 7r is equivalent to a subrepresentation of the right regular representation.
Proof. We have already proved i) =+ ii) _> iii). We show now that iii) = i). Let (7c,H) be a representation which is equivalent to a subrepresentation of the right regular representation in L2(G). There is no harm in assuming that H G L2(G) and 7c = that
H with
rIH . We have to show
7r has a non-zero square summable coefficient. Take cf and p in (y fi(/)
# 0
.
Since Cc(G) is dense in L2(G), the orthogonal
projection of Cc(G) on H is also dense in H, and we can assume that
y r= H is the orthogonal projection of a To E Cc(G). The corresponding coefficient c? of 71:= rIH is
c,(s)
= f qo(x)
i.e.
c,
_
_
(Tol r(s)V) S o(x) r(s) T(x) dx = J To(x) tp (xs) dx (T 17G(s)i)
lY
=
1(x-ls)
dx
=
o * T = .(?)(')
This coefficient is non-zero since
To *
=
(s)
EL2(G)
c,(e)
0
.
q.e.d.
(16.3) Theorem (Schur's orthogonality relations). Let (x,H) and (7t',H')
be two unitary irreducible representations in the discrete series of G. a) There exists a constant 0 < dr E]R such that
(CV I CV,)
=
(u , u' , v , v' E H) ,
1 (u l u') (v I v')
b) if 7c and X' are not equivalent,
coy)
(cv
=
(u,vEH, x, yEH')
0
This constant do is called formal dimension of 7r. It depends
on the choice of the Haar measure on G
:
d'x = c dx
d = c-1 dr . But
the product d,,dx is independent from the choice of Haar measure dx. If G is a compact group, d, = dim n /m(G) so that di.= dim 7C if the Haar measure is normalized.
Proof. Fix u and u' in H and consider the two (continuous) operators
8
9'
.
H -- L2(G)
,
v -* cu v
(resp. v
'-a.
cvl)
154
Thus we have ,
(cu IcV,)
(9v I e'v')
=
(v 19*e'v')
=
and one checks without difficulty that 9*9' commutes with 7t hence is a scalar operator (bounded Schur's lemma (8.6)). There is a constant
au u, with
(cv I cV,)
=
au,u, (v V')
=
by
(v
,
v' E H).
One proves similarly
(cu
cV )
v, (u
u' )
(one can either compare the left regular representation and
it
, or
transform formally (cu Icu,) = (cv,I cv) using the fact that G is unimo-
v
u
v
u
dular). Hence we can write
( v v ')
=
(u l u ' )
_
"IC
bv,v,
au,u,
is independent of u , u' , v , v' E H. Taking u = u' , v = v' we see that au u > 0 whence d,,> 0 and of course ,
(cu I cV, )
au u, (v v')
=
=
d7, (u I u' ) (v I v' )
This proves a). On the other hand, fix uE H and x
.
H'
and consider
the hermitian form
(v , Y) -+ J(v,Y)
=
(ci I c' y)
The Cauchy-Schwarz inequality gives
IJ(v,Y) I < bcull Ilex II
r
j i,j
is an orthonormal basis of this space. Thus
7- I (ei I ic(f)ej) I2
i,j
7- I (f I
=
i,j 1 L I(f I ddci)I2 7t i,j
I2 1
=
=
IIP,fI12
This concludes the proof. Let us denote by .11 the discrete series of G, namely the
set of (classes of) square summable unitary irreducible representations
of G. If it, 7c' E SL are not equivalent, (16.3) shows that L2(G, iC) is orthogonal to L2(G,i ). Thus we can consider the closed subspace Ld(G)
C
L2(G,ir)
L2(G)
and for f s L2(G), we define
fd=
APa(f)
f
_
so that in particular
Ofd 11
2
=
IIPI(f)II2 = F d'II R(fI Z
We can also write this formula (cf. Ex. 1 at the end of this section)
IlfdIt2
=
EIIPP(f)p2
=
Considering the mapping _.Q
it H x(f)
as a Fourier transform of f, we see that we have a "Plancherel formula"
at least if f E L2(G). In fact, the restriction to the discrete series
SL C G of the Plancherel measure is given by the positive masses do (the Plancherel measure is dual to the Haar measure and multiplication
of dx by a positive constant divides the Plancherel measure by the same constant). Thus ,l1, appears as the discrete part of the Plancherel
measure (cf. sec.21) justifying the terminology adopted for it.
157
Assume now that the group G contains an open and compact subgroup K and normalize the Haar measure of G by
Denoting by CPK the characteristic function of K =
TK(s)
1 if s E K and (OK(s)
r ds =
1.
K
0if s0- K,
we see that
TK
TK
=
IK
and
?K * fK
Consequently, if 7r6.fL acts in H , PK
=
x(TK)
:
H -+ HK
is the orthogonal projector on the closed subspace of K-fixed vectors in H. Since TK E L2(G), PK must be a Hilbert-Schmidt operator by (16.5).
Thus HK =
Im(PK) must be finite-dimensional and
dim HK
=
up
42
=
11 Z(?K) If
and
x6 drdim H =
2
N (?K)d1I2
TKQ2
In particular,
d dim HK, < 1
dim HK < 1/di
(16.6) Proposition. An infinite discrete group G = 1'
has an empty
discrete series. Proof. We can take K = {ejin the preceding computations. Thus, if
r'
is discrete and has a square summable (7[,H) in the discrete series,
H
=
HK , dim H
(by the preceding argument) and
/'
=
dim HK
< 00
is compact (16.4). In this case,
/' must be finite.
q.e.d.
(16.7) Proposition. Assume that G contains an open compact subgroup K and a discrete series representation (7[,H) 6 1Z with HK
the normalizer NG(K) of K in G is compact
:
[NG(K):K ] < oo
{0j.
Then,
.
Proof. Let n s N = NG(K). Then 7c(n) leaves HK invariant
7[(k) yc(n)v
= ic(n) 7c(n lkn)v
=
7t(n)7t(k' )v = 7t(n)v
for all k E K (hence k'e.- K). Take an orthonormal basis (ei) of the
finite-dimensional space HK and write
158
1
2 ci(n)I2
=
Integrating this equality on the group N (this group is a union of classes of K, hence is open in G) with respect to the restriction of the Haar measure of G (this is a Haar measure of N)
f
N
hence
do
Ic (n) I 2 d o wk
be the von Neumann algebra generated by the left translation operators.
Any operator T E U is given by a convolution operator
T(T)
=
fT
=
T( F_ e) E t2(G)
Ee
=
characteristic function of the neutral element e e G.
fT
T
where ,
If we assume that T lies in the center of It, we must have fT
=
(x E G)
Ex * fT * Ex-1
hence fT must be constant on the conjugation classes of G. But fT E e2(G) implies that fT
0 on the discrete space G. Thus fT must vanish on
all infinite conjugation classes of G. In our case, we see that fT = c Ee
must be a multiple of e
e
and T =
is a scalar operator.
189
It can be shown that these factors U(G) are of type II.
Hence, these groups are not of type I. Here is a general construction of factor representations. (20.4) Proposition. Let G = G1 x G2 be the product of two locally compact groups and nr a unitary irreducible representation of G. Then the restriction of 7r to G1 is a factor representation.
Proof. We have to show that if T E ir(G1)" commutes with n(G1), then T is a scalar operator. But x(G1) commutes to 7t(G1)"
still commutes to
7r(G2) hence
7c(G2)
(by the von Neumann density theorem). Thus T commutes with 7r(G1) and n(G2)
:
T commutes with n(G).
Schur's lemma implies that T is a
scalar operator.
q.e.d.
The conclusion of the preceding proposition
(20.5) Remark.
still holds if we only assume the original representation =
7c of G
=
G1 x G2 to be a factor representation. Indeed, T E 7t(G1)" c n(G)"
shows that T is in the center of the von Neumann algebra generated
by 7r(G). The following lemma is to be compared with (14.10). (20.6) Lemma. Let is be a factor representation of a locally compact
group G. If there is a compactly supported continuous function f
with
.
CC(G)
0 # n(f) compact operator, then 7r is a multiple of an irreducible
representation (it generates a factor of type I). Proof. The operator n(f) belongs to the von Neumann algebra n(G)" generated by n(G). The same is true of 7[(f)* and hence of
7c(f)*7c(f)
=
(cf. (14.2))
7c(f* * f)
This operator is hermitian compact and non-zero
7r(f)x
0
==
117c(f)xII2
=
(x I 7G(f)*tt'(f)x)
0
.
Let a > 0 be an eigenvalue of this operator and Pa be the spectral
projector (with finite rank) corresponding to A
PA E {7c(f)*7c(f)jI? C 7c(G)" As P a has a finite dimensional image, and is a type I von Neumann algebra.
7r(G)" has some minimal projectors
190
(20.7) Proposition. Let G = G1 w G2 be the product of two locally compact
groups and it a factor representation of G such that the restriction of 7r to G1 is isotypical (for example, assume G1 of type I) 7r IG ~
7G1 0 1
with
:
1C1 irreducible representation of G1
Then there is a factor representation 7t2 of G2 and an equivalence
7C=
7.1&7C2
If R is irreducible,
7C2 is also irreducible.
Proof. By assumption, the operators belonging to 7E(G1) c 7C(G1)"
can be written in the form 761(x1) ® 1 in a tensor product space H1 0 H2 As 7r1 is assumed to be irreducible, these operators generate the von
Neumann algebra
End(H1) ® 1. The operators 7r(x2) (x2 6 G2 C G1 x G2
must commute to all preceding operators hence can be written in the form 10 7[2(x2). This gives a construction of a representation 7C2 of G2
We have to show that this representation 7C2 is a factor representation (irreducible if it is irreducible). If T r= , (G2)" G End(H2) commutes
with 7C2(G2), 10 T will commute with 7C(G1) = 7Ci(G1) ® 1 and with 1 ® 7C2(G2) hence with
7C(G). But this operator belongs to 1 ® 7c2(G2)" C
c 7C(G)" hence is a scalar operator. The proposition follows
.
(20.8) Proposition. The product G = G1 x G2 of two groups of type I is a group of type I.
Proof. Take a factor representation it of G = G1 n G2 . We have seen that ICIG1 is a factor representation (20.4). As we are assuming that G1 is a group of type I, this factor representation is isotypical, i.e. equivalent to 7VIG1
7Cl 0 1
where 7C1 is some unitary irreducible representation of G1. By (20.7),
we can find a factor representation P of G2 such that
it ° 7C1 0 f
.
Since we also assume that G2 is a type I group, this factor representation
p is isotypical, say f = 762 ® 1 with some irreducible representation n2 of G2
.
Thus we have
it
7E1®1C20 l = To®1
Obviously "o = 7E'1 ® 7C2 is irreducible (7C1 0 7C2(G) = 7E1(G1) ®9L2(G2) generates the von Neumann algebra End(H1 ® H2) ) and the representation
7C ° 7G0 0 1 is isotypical.
q.e.d.
191
When working with factor representations, it is sometimes convenient to identify the representations (ir,H.) and
(7C(S> 1 , Ha ® H),
thus identifying in particular all isotypical representations of the
same type. A way of achieving this identification is to introduce the following equivalence relation. (20.9) Definition. Two factor representations called quasi-equivalent when the mapping
7r(G) C End(H,) ) by
rr(G) and
7r, G of a group G are
7r(x) -ii 0'(x)
(defined on
extends to an isomorphism of the factors generated
0'(G) respectively. The set of quasi-equivalence classes
n
of factor representations of G is called quasi-dual G of G. Of course, each unitary irreducible representation of G defines a quasi-equivalence class and two equivalent unitary irreducible representations of G are quasi-equivalent. Thus we get a canonical
map
from the unitary dual of G (set of equivalence classes of unitary irreduci-
ble representations of G) to the quasi-dual of G. When the group G is of type I, this map is bijective by definition and the two sets can be identified.
To be able to give a general decomposition theorem into factor representations, it is necessary to define a suitable Borel
structure on the set G. Without going into details and proofs, let us just indicate how this can be done (details can be found in Dixmier 1964, where other references can also be found). First, we have to assume that G is separable (i.e. has a
countable basis for the open sets). Let Hn = e2([O,n[) denote the standard Hilbert space of dimension n t into irreducible components. Conversely, if 7C: G --p- Gl(V) is a finite-dimensional
representation with a commutative commuting algebra n(G)' c End(V),
it is often possible to diagonalize this algebra by choosing a suitable basis of the representation space. This will be the case if 7[(G)'
is stable under the operation of taking the adjoint (e.g.
7C unitary).
In this way, we shall find a decomposition of 7c as a sum of inequivalent irreducible subrepresentations. In general, we give a definition. (21.1) Definition. We say that a unitary representation x : G -*- G1(H)
has a simple
spectrum when its commuting algebra u(G)' C End(H) is
commutative. By definition,
ir has a simple
spectrum exactly when
7C(G)' C 7c(G)" , i.e.
ir(G)'
=
center of the von Neumann algebra generated by n(G).
As an immediate consequence of the definition, we note that (21.2) a factor representation with simple spectrum is irreducible.
195
To be able to prove that the biregular representation of a unimodular group G has a simple spectrum, we need the commutation
theorem of Godement-Segal ( (21.9) below). We first construct the Hilbert algebra of the group G. Let H = L2(G) throughout this section.
(21.3) Definition. A moderate function f on G is an element f E H such
that the operator g -* f * g
CC(G) -> H extends continuously to H.
:
The treatment given in sec.14 shows that all f e L1(G) rl H
are moderate
.
Let us denote by J the unitary operator in H given by
J(f)
=
(where f*(x)
f*
=
f(x-1) )
.
Obviously J(f * g)
=
Jg * Jf
and a function f is moderate precisely when g H g * f (defined on Cc(G)) extends continuously to H. For f and g g Cc(G) first, let us define (21.4)
Uf(g)
f * g
=
=
Vg(f)
(21.5) Lemma. When f is moderate and g E H, one still has Uf(g)
=
f * g
(where Uf still denotes the continuous extension of the precedingly
defined operator Cc(G) --o H) . Proof. a) Take first g e Cc(G). There is a sequence (fn) G Cc(G) which converges to f in H. Thus
fn * g --y f * g
in L2 (G) = H
and fn * g
Vg(fn)
=
-->
V9(f)
=
Uf(g)
proves the assertion in this particular case.
b) Take now g e H arbitrary. There exists a sequence (gn) C Cc(G) with
gn -s g
in H .
Thus
f * gn
=
a)
Uf(gn) - Uf(g)
in H
But the Cauchy-Schwarz inequality shows that gn)(Y-lx)Idy
If * g(x) - f * gn(x)14 f If(Y)(g Ilf II
II g - gn II (in H
so that f * gn -r f * g
:
quadratic norms !)
,
uniformly on G, whence the conclusion.
196
We recall that
(f I g)
f* * g (e)
=
(f , g a H)
Thus, the equality (f * g I h)
(gIf* * h)
=
is an immediate consequence of the associativity of the convolution
(f*g)**h =
f*) * h
(g*
g* * (f* * h)
=
(when all products are defined...) (21.6) Definition. The Hilbert algebra A
A(G) of the group G is the
=
convolution algebra of moderate functions on G
:
If f E A, then f* E A
and
(g* I f*)
(f I g)
=
,
Uf
=
Vg
Uf*
=
Vg*
for f, g EA . By definition, CC(G) C A C H so that A is dense in H Let us prove the following identity (21.7)
J Uf* J
=
Vf
(f e A)
For x and y in A first, we have
(J U f* J x I Y) =
(x * f I Y)
The density of A in H
_
(y* I U f* J x)
(y* I f* * x*)
=
_
= N f x I Y)
together with the continuity of the operators
J Uf* J , Vf gives the equality (21.7).
(21.8) Theorem (Godement). Let us denote by U (resp. V) the von Neumann algebra in End(H) generated by left (resp. right) translations
of G. Then the set
I
=
t Uf : f moderate in H}
is a *-ideal, weakly dense in 1) Proof. For x, y e A, we have UfVx y =
Uf (y * x)
= V Vy f
=
V Uf y
hence Uf Vx
= X Uf C End(H)
if f C A
197
This proves that Uf commutes to V when f is moderate (an operator commutes to 1Y as soon as it commutes to the right convolutions with
elements of C(G)) : Uf C ILP when f is moderate.
Moreover, if T E 7U'', TUfx
TVx
=
f
=
is continuous in x,
Vx T f
proves that T f is moderate and UTf Since Uf
=
=
T Uf GI . Since composition of operators
I is a *-ideal of 11'.
Uf*
is separately weakly continuous, V' is weakly closed and the proof will be complete if we show that V' is the weak closure I" of I. It is enough to show that Jt' c P. Thus, we take any T E V', X E I' and show TX = XT. But we know that for each x E A, T Ux E I. Hence TU
commutes with X
x
:
Taking a sequence xn such that U we conclude T X
X T as
=
T Ux X
=XTU
x
.
--+ 1H (for the strong topology),
claimed
(21.9) Corollary (Godement-Segal).
q.e.d.
We have U' =V, '(f'
=
U..
.
Proof. As U. and V commute, It C i)' and by taking the weak closure ',(," C 7)1. It will thus be enough to show (,(," > V, or by the above theorem (21.8), functions f q- H
.
'L" D I
i.e.
'Lt" -a U f for all moderate
Thus we have to show that all elements Uf (f moderate)
commute to 'U" . Still by the above theorem with left and right exchanged (consider (21.8) for the opposite group...), it is enough to show
Uf commutes to all Vg (g moderate)
(f moderate).
This follows from (21.5) and associativity of convolution. In detail, if h is moderate, y = Vgh is also moderate so that
UfVgh
=
Ufy
=
=
VgVhf
=
VgUfh
This gives the conclusion.
Vyf
=
VV h f g
=
Uf y = Vy f and
Uf(Vgh)
=
(since VgEU')
198
(21.10) Corollary. When G is unimodular, the biregular representation of G in H = L2(G) is unitary and has a simple spectrum. Proof. We have to show that the commuter of the von Neumann algebra
generated by U and u' is commutative. But this commuter is
is the common center of
'LC and 11
.
(21.11) When G = r is a discrete group with infinite conjugation classes different from {e4(
rg
oup ICC as in (19.9)) its biregular representation
is irreducible (cf. (20.3) and (21.2)). There is a general decomposition theorem for simple spectrum representations (compare with (20.10)) . We state it now. (21.12) Theorem. Let G be a (separable) unimodular locally compact
group and p a unitary representation of G in a separable Hilbert space H with simple spectrum. Then, there is a positive measure m
on G and an equivalence
P ->
J® G
,
it dm (7C )
f®
H
H7C dm(it)
G
Again, we refer to Dixmier 1964 for a proof (observe that the decomposition is made according to the commutative algebra P(G)'). Still assuming G to be (separable) and unimodular,
we can
apply the preceding theorem to the biregular representation of G in
L2(G) (cf. (21.10)) and we get thus a positive measure m on (G x G)^ decomposing this representation. When G is of type I,
(G - G) - =
G xG
(cf.(20.7)) and we can write
Ix
r
J
7t®o dm(rr,()
,
L2(G)
fH
H, dm(it,o)
We can say more in this case. The identity (21.13)
J e t x r (s,t) f
is immediately verified :
=
r x t (s,t) Jf
(f e H
= L2(G) )
199
J..Cxr(s,t) f (x) f*(t-lxs)
=
_
Lxr(s,t)f (x 1)
=
f(s-lx-lt)
r l (s,t) Jf (x)
=
Since J is anti-linear, it induces an equivalence
J:
-Lx r --s r x J_
Moreover, the identity (21.7) J Uf* J = Vf gives
JcJ. =
(21.14)
c*
(observe that Uf* = (Uf)*
and Uf = Vf iff Uf E
.
). Thus we have two
decompositions of the biregular representation of G in L2(G):
J
:
f 7c is determined up to a positive constant by the requirement that >r is
unitary, and an amplification by a factor 2 > 0 of the scalar product
of H, produces an amplification of a factor 1/2 of the scalar product of H v
,
thus leaving invariant the scalar product of H,Vi6H7. (correspon-
ding to the Hilbert-Schmidt scalar product on operators).
200
For these canonical choices, the corresponding measure µ. on G is the
Plancherel measure
It is well determined up to a positive µPl constant (and completely well determined if a Haar measure on G is .
fixed). By definition, we have
f
.E x r
n® 7v
dpl(n)
JG End2 (Hn) dµpl (?r)
L2 (G)
This last identity can be written IIf112
=
J^
(f e H =L2(G))
Iln(f)12 dfcpl(7t)
Minimal closed invariant subspaces of this biregular representation are
given by the points 7c G for which ftpl(n) > 0. These points are precisely the discrete series representations and as we have seen in sec.16, ,tL, (n)
=
do for these representations. The discrete series
gives the atomic part of the Plancherel measure. The Plancherel formula
for a type I group takes the general form
Ilfll2
d.,,b,c(f)II2
=
+
fG IIn(f)N2 dyjl(7c)
with both discrete and continuous parts (we say that the measure µP1
for which
.1P1(n)
=
0 for all
7C E G
is a diffuse measure) .
This formula generalizes the cases G compact and G =lR (locally compact and abelian).
In general, the support of the Plancherel measure is strictly
smaller than , and one defines the reduced dual of G by
Gred
=
Supp
".P1
CG
For G = Sl2(R), one can show that the reduced dual consists of the discrete series (as in any locally compact unimodular group) and the principal series. But in this example G also contains a supplementary series (cf. Lang 1975).
One can also show that
Gred where p ;
=
nEG : Ker Tt*
Ker Q*3 = {7CE
Ker 7L*
Ker r* }
p* denotes the extension of representations from G to C*(G).
(Recall that the left and right regular representations are equivalent!)
201
EPILOGUE
The following analogue of the Peter-Weyl theorem (p.29) has not been proved.
Gelfand-Raikov theorem. For any locally compact group G and any x # e e G, there is an irreducible unitary representation
i' E G such
that 8(x) # id.
However, this theorem follows easily from the deeper results (20.10) or (21.12) applied to the (bi-)regular representation of G. They show that one can even take
7
in the reduced dual Gred
(For details, cf. Dixmier 1964 or Gaal 1973.)
On the other hand, our introduction of type I groups has been made in an ad hoc way.
A proof
that a certain class of groups
(semi-simple real or p-adic algebraic groups) is of type I is not trivial and usually follows the following pattern. a) Find a large (or maximal) compact subgroup K of G such that 7CIK has finite multiplicities for all 1CE G
b) Prove that
,c(f) is a compact operator for all
and f e Cc(G) (or f 6 L1(G) or even f e C* (G)
)
(groups with this property are called CCR groups).
c) Prove that CCR groups are type I
.
Interested readers will find details in Dixmier 1964: liminaire = CCR ( = completely continuous representations), postliminaire = GCR
--? CCR .
202
REFERENCES Adams J.F.
LECTURES ON LIE GROUPS W.A. Benjamin, Inc. 1969
Borel A.
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204
INDEX
Approximate unit 134 arbitrarily small subgroup 4 Ascoli's theorem 7
Bounded measures 134 Burnside's th. (5.2) 41
Cantor
group 5 Cayley-Klein parameters 96 central functions 63 character (1-dim. rep.) 60 of a representation 63 central character 64 Clebsch-Gordan th. (10.5) 105 closed operator 14S convolution 53 algebra L1(G) 54 , 72 -
G-action 13
Galois group 6 G-morphism 14 group : Cantor - S Fell - 158 Heisenberg - 113 metrizable - 4 orthogonal - 3 p-adic - 6 profinite - 6
rotation - S03(1R) 95 symplectic - 4 tot. discontinuous - 5 type I - 187 unimodular - 119 unitary - 3 group algebras (table) 75
Haar measure 7 , 10 , 117 Decomposition th. (7.8) 67 discrete series rep. (16.1) 151
-
- of a group :.fl. 156
disintegration 180 disjoint representations 44 dual G (5.10) 50 duality (Tannaka) 90
Enveloping algebra 41 essentially self-adjoint op. 146 Euler angles 95
Heisenberg group (Cor.4) 113 Hilbert algebra 75 , (21.6) 196 Hilbertian integrals 185 Hilbert-Schmidt op. (8.1) 78
Induction of rep. 82 integrable representation 151 intertwining operator 14 invariant function 63 involution f -* f* (14.2) 133 isotypical components
L2(G,it) 40 , 41 V,c (7.8) 67
Factor rep. (20.1) 188 Fell group 158 finiteness th. (5.8) 46, (7.9) 69 ,
Kakutani's theorem 7 kernel operator 29
(8.5) 81
formal dimension of rep. 153 fundamental lemma (5.4) 44 Fourier inversion 58 Frobenius-Weil recip. (8.9) 86
L egendre polynomials 26
205
Matrix
coefficients 32 metrizable group 4
Schur's lemma Ex. S, 20, (8.6) 81 (15.11) 148 , (15.12) 149
model of a class
Schur's orthogonality relations
50 moderate function (21.3) 195 modular function AG 118
Negligible set 7 non-degenerate rep. (of an algebra) 136 normal operator 146
(5.6) 45 , (16.3) 153
simple spectrum (21.1) 194 square summable rep. 151 stellar algebra (= C*-alg.) 73 stereographic projection 98 symmetric operator 146 symplectic group 4
Tannaka duality 90
Operator closed - 145 essentially self-adjoint - 146 Hilbert-Schmidt - (8.1) 78 intertwining - 14 kernel - 29 normal - 146 self-adjoint - 146 symmetric - 146
Tchebycheff polynomials 102 totally discontinuous group S type I group 187
Unimodular group 119 unitary group 3 representation 13 -
Vector integration 55 Peter-Weyl th. 29 , (4.2) 32 Plancherel th. 58
- measure 156
Weyl's theorem (7.10) 70
Quasi
dual G (20.9) 191 quasi-equivalent rep. (20.9) 191 quasi-invariant measure 122
MAIN THEOREMS Reciprocity (Frobenius) (8.9) 86 reduced dual 200 relatively invariant measure 122 representation 13 , (13.1) 128 completely reducible - 15 discrete series - (16.1) 151 disjoint -s 44 equivalent -s 14 factor - (20.1) 188 faithful - 16 globally continuous - 13 integrable - 151 irreducible _ 14,130 non-degenerate - of alg. 136 quasi-equivalent -s (20.9) 191 regular -s 17 simple spectrum - (21.1) 194 square summable - (16.1) 151 unitary - 13 Rodrigue's formula 27
Burnside (5.2) 41 decomposition (7.8) 67 finiteness (5.8) 46 (Banach spaces) (7.9) 69 (general), (8.5) 81 Fourier inversion 58 fundamental lemma (5.4) 44 Frobenius-Weil (8.9) 86 Peter-Weyl 29, (4.2) 32 Plancherel 58 Schur's lemma Ex.5, 20 (8.6) 81 , (15.11-12) 148-149 Tannaka 93 Weyl (for characters) (7.10) 70