Fourier Analysis on Finite Groups
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Notes on the Finite Fourier Transform
Notes on the Finite Fourier Transform Peter Woit Department of Mathematics, Columbia University [email protected] April 28, 2020 1 Introduction In this final section of the course we'll discuss a topic which is in some sense much simpler than the cases of Fourier series for functions on S1 and the Fourier transform for functions on R, since it will involve functions on a finite set, and thus just algebra and no need for the complexities of analysis. This topic has important applications in the approximate computation of Fourier series (which we won't cover), and in number theory (which we'll say a little bit about). 2 The group Z(N) What we'll be doing is simplifying the topic of Fourier series by replacing the multiplicative group S1 = fz 2 C : jzj = 1g by the finite subgroup Z(N) = fz 2 C : zN = 1g If we write z = reiθ, then zN = 1 =) rN eiθN = 1 =) r = 1; θN = k2π (k 2 Z) k =) θ = 2π k = 0; 1; 2; ··· ;N − 1 N mod 2π The group Z(N) is thus explicitly given by the set i 2π i2 2π i(N−1) 2π Z(N) = f1; e N ; e N ; ··· ; e N g Geometrically, these are the points on the unit circle one gets by starting at 1 2π and dividing it into N sectors with equal angles N . (Draw a picture, N = 6) The set Z(N) is a group, with 1 identity element 1 (k = 0) inverse 2πi k −1 −2πi k 2πi (N−k) (e N ) = e N = e N multiplication law ik 2π il 2π i(k+l) 2π e N e N = e N One can equally well write this group as the additive group (Z=NZ; +) of inte- gers mod N, with isomorphism Z(N) $ Z=NZ ik 2π e N $ [k]N 1 $ [0]N −ik 2π e N $ −[k]N = [−k]N = [N − k]N 3 Fourier analysis on Z(N) An abstract point of view on the theory of Fourier series is that it is based on exploiting the existence of a particular othonormal basis of functions on the group S1 that are eigenfunctions of the linear transformations given by rotations. -
An Introduction to the Trace Formula
Clay Mathematics Proceedings Volume 4, 2005 An Introduction to the Trace Formula James Arthur Contents Foreword 3 Part I. The Unrefined Trace Formula 7 1. The Selberg trace formula for compact quotient 7 2. Algebraic groups and adeles 11 3. Simple examples 15 4. Noncompact quotient and parabolic subgroups 20 5. Roots and weights 24 6. Statement and discussion of a theorem 29 7. Eisenstein series 31 8. On the proof of the theorem 37 9. Qualitative behaviour of J T (f) 46 10. The coarse geometric expansion 53 11. Weighted orbital integrals 56 12. Cuspidal automorphic data 64 13. A truncation operator 68 14. The coarse spectral expansion 74 15. Weighted characters 81 Part II. Refinements and Applications 89 16. The first problem of refinement 89 17. (G, M)-families 93 18. Localbehaviourofweightedorbitalintegrals 102 19. The fine geometric expansion 109 20. Application of a Paley-Wiener theorem 116 21. The fine spectral expansion 126 22. The problem of invariance 139 23. The invariant trace formula 145 24. AclosedformulaforthetracesofHeckeoperators 157 25. Inner forms of GL(n) 166 Supported in part by NSERC Discovery Grant A3483. c 2005 Clay Mathematics Institute 1 2 JAMES ARTHUR 26. Functoriality and base change for GL(n) 180 27. The problem of stability 192 28. Localspectraltransferandnormalization 204 29. The stable trace formula 216 30. Representationsofclassicalgroups 234 Afterword: beyond endoscopy 251 References 258 Foreword These notes are an attempt to provide an entry into a subject that has not been very accessible. The problems of exposition are twofold. It is important to present motivation and background for the kind of problems that the trace formula is designed to solve. -
Some Applications of the Fourier Transform in Algebraic Coding Theory
Contemporary Mathematics Some Applications of the Fourier Transform in Algebraic Coding Theory Jay A. Wood In memory of Shoshichi Kobayashi, 1932{2012 Abstract. This expository article describes two uses of the Fourier transform that are of interest in algebraic coding theory: the MacWilliams identities and the decomposition of a semi-simple group algebra of a finite group into a direct sum of matrix rings. Introduction Because much of the material covered in my lectures at the ASReCoM CIMPA research school has already appeared in print ([18], an earlier research school spon- sored by CIMPA), the organizers requested that I discuss more broadly the role of the Fourier transform in coding theory. I have chosen to discuss two aspects of the Fourier transform of particular interest to me: the well-known use of the complex Fourier transform in proving the MacWilliams identities, and the less-well-known use of the Fourier transform as a way of understanding the decomposition of a semi-simple group algebra into a sum of matrix rings. In the latter, the Fourier transform essentially acts as a change of basis matrix. I make no claims of originality; the content is discussed in various forms in such sources as [1,4, 15, 16 ], to whose authors I express my thanks. The material is organized into three parts: the theory over the complex numbers needed to prove the MacWilliams identities, the theory over general fields relevant to decomposing group algebras, and examples over finite fields. Each part is further divided into numbered sections. Personal Remark. This article is dedicated to the memory of Professor Shoshichi Kobayashi, my doctoral advisor, who died 29 August 2012. -
Adams Operations and Symmetries of Representation Categories Arxiv
Adams operations and symmetries of representation categories Ehud Meir and Markus Szymik May 2019 Abstract: Adams operations are the natural transformations of the representation ring func- tor on the category of finite groups, and they are one way to describe the usual λ–ring structure on these rings. From the representation-theoretical point of view, they codify some of the symmetric monoidal structure of the representation category. We show that the monoidal structure on the category alone, regardless of the particular symmetry, deter- mines all the odd Adams operations. On the other hand, we give examples to show that monoidal equivalences do not have to preserve the second Adams operations and to show that monoidal equivalences that preserve the second Adams operations do not have to be symmetric. Along the way, we classify all possible symmetries and all monoidal auto- equivalences of representation categories of finite groups. MSC: 18D10, 19A22, 20C15 Keywords: Representation rings, Adams operations, λ–rings, symmetric monoidal cate- gories 1 Introduction Every finite group G can be reconstructed from the category Rep(G) of its finite-dimensional representations if one considers this category as a symmetric monoidal category. This follows from more general results of Deligne [DM82, Prop. 2.8], [Del90]. If one considers the repre- sentation category Rep(G) as a monoidal category alone, without its canonical symmetry, then it does not determine the group G. See Davydov [Dav01] and Etingof–Gelaki [EG01] for such arXiv:1704.03389v3 [math.RT] 3 Jun 2019 isocategorical groups. Examples go back to Fischer [Fis88]. The representation ring R(G) of a finite group G is a λ–ring. -
Contents 1 Root Systems
Stefan Dawydiak February 19, 2021 Marginalia about roots These notes are an attempt to maintain a overview collection of facts about and relationships between some situations in which root systems and root data appear. They also serve to track some common identifications and choices. The references include some helpful lecture notes with more examples. The author of these notes learned this material from courses taught by Zinovy Reichstein, Joel Kam- nitzer, James Arthur, and Florian Herzig, as well as many student talks, and lecture notes by Ivan Loseu. These notes are simply collected marginalia for those references. Any errors introduced, especially of viewpoint, are the author's own. The author of these notes would be grateful for their communication to [email protected]. Contents 1 Root systems 1 1.1 Root space decomposition . .2 1.2 Roots, coroots, and reflections . .3 1.2.1 Abstract root systems . .7 1.2.2 Coroots, fundamental weights and Cartan matrices . .7 1.2.3 Roots vs weights . .9 1.2.4 Roots at the group level . .9 1.3 The Weyl group . 10 1.3.1 Weyl Chambers . 11 1.3.2 The Weyl group as a subquotient for compact Lie groups . 13 1.3.3 The Weyl group as a subquotient for noncompact Lie groups . 13 2 Root data 16 2.1 Root data . 16 2.2 The Langlands dual group . 17 2.3 The flag variety . 18 2.3.1 Bruhat decomposition revisited . 18 2.3.2 Schubert cells . 19 3 Adelic groups 20 3.1 Weyl sets . 20 References 21 1 Root systems The following examples are taken mostly from [8] where they are stated without most of the calculations. -
On the Characters of ¿-Solvable Groups
ON THE CHARACTERSOF ¿-SOLVABLEGROUPS BY P. FONGO) Introduction. In the theory of group characters, modular representation theory has explained some of the regularities in the behavior of the irreducible characters of a finite group; not unexpectedly, the theory in turn poses new problems of its own. These problems, which are asked by Brauer in [4], seem to lie deep. In this paper we look at the situation for solvable groups. We can answer some of the questions in [4] for these groups, and in doing so, obtain new properties for their characters. Finite solvable groups have recently been the object of much investigation by group theorists, especially with the end of relating the structure of such groups to their Sylow /»-subgroups. Our work does not lie quite in this direction, although we have one result tying up arith- metic properties of the characters to the structure of certain /»-subgroups. Since the prime number p is always fixed, we can actually work in the more general class of /»-solvable groups, and shall do so. Let © be a finite group of order g = pago, where p is a fixed prime number, a is an integer ^0, and ip, go) = 1. In the modular theory, the main results of which are in [2; 3; 5; 9], the characters of the irreducible complex-valued representations of ©, or as we shall say, the irreducible characters of ®, are partitioned into disjoint sets, these sets being the so-called blocks of © for the prime p. Each block B has attached to it a /»-subgroup 35 of © determined up to conjugates in @, the defect group of the block B. -
Introduction to Fourier Methods
Appendix L Introduction to Fourier Methods L.1. The Circle Group and its Characters We will denote by S the unit circle in the complex plane: S = {(x, y) ∈ R2 | x2 + y2 =1} = {(cos θ, sin θ) ∈ R2 | 0 ≤ θ< 2π} = {z ∈ C | |z| =1} = {eiθ | 0 ≤ θ< 2π}. We note that S is a group under multiplication, i.e., if z1 and z2 are in S then so is z1z2. and if z = x + yi ∈ S thenz ¯ = x − yi also is in S with zz¯ =zz ¯ =1, soz ¯ = z−1 = 1/z. In particular then, given any function f defined on S, and any z0 in S, we can define another function fz0 on S (called f translated by z0), by fz0 (z) = f(zz0). The set of piecewise continuous complex-valued functions on S will be denoted by H(S). The map κ : t 7→ eit is a continuous group homomorphism of the additive group of real numbers, R, onto S, and so it induces a homeomorphism and group isomorphism [t] 7→ eit of the compact quotient group K := R/2πZ with S. Here [t] ∈ K of course denotes the coset of the real number t, i.e., the set of all real numbers s that differ from t by an integer multiple of 2π, and we note that we can always choose a unique representative of [t] in [0, 2π). K is an additive model for S, and this makes it more convenient for some purposes. A function on K is clearly the “same thing” as a 2π-periodic function on R. -
Beyond Endoscopy for the Relative Trace Formula II: Global Theory
BEYOND ENDOSCOPY FOR THE RELATIVE TRACE FORMULA II: GLOBAL THEORY YIANNIS SAKELLARIDIS Abstract. For the group G = PGL2 we perform a comparison between two relative trace formulas: on one hand, the relative trace formula of Jacquet for the quotient T \G/T , where T is a non-trivial torus, and on the other the Kuznetsov trace formula (involving Whittaker periods), applied to non-standard test functions. This gives a new proof of the celebrated result of Waldspurger on toric periods, and suggests a new way of comparing trace formulas, with some analogies to Langlands’ “Beyond Endoscopy” program. Contents 1. Introduction. 1 Part 1. Poisson summation 18 2. Generalities and the baby case. 18 3. Direct proof in the baby case 31 4. Poisson summation for the relative trace formula 41 Part 2. Spectral analysis. 54 5. Main theorems of spectral decomposition 54 6. Completion of proofs 67 7. The formula of Waldspurger 85 Appendix A. Families of locally multiplicative functions 96 Appendix B. F-representations 104 arXiv:1402.3524v3 [math.NT] 9 Mar 2017 References 107 1. Introduction. 1.1. The result of Waldspurger. The celebrated result of Waldspurger [Wal85], relating periods of cusp forms on GL2 over a nonsplit torus (against a character of the torus, but here we will restrict ourselves to the trivial character) with the central special value of the corresponding quadratic base 2010 Mathematics Subject Classification. 11F70. Key words and phrases. relative trace formula, beyond endoscopy, periods, L-functions, Waldspurger’s formula. 1 2 YIANNIS SAKELLARIDIS change L-function, was reproven by Jacquet [Jac86] using the relative trace formula. -
Sums of Multiplicative Characters with Additive Convolutions
Sums of multiplicative characters with additive convolutions ∗ I. D. Shkredov, A. S. Volostnov Annotation. In the paper we obtain new estimates for binary and ternary sums of multiplica- tive characters with additive convolutions of characteristic functions of sets, having small additive doubling. In particular, we improve a result of M.–C. Chang. The proof uses Croot–Sisask almost periodicity lemma. 1 Introduction Let p be a prime number, Fp be the prime field and χ be a nontrivial multi- plicative character modulo p. In the paper we consider a problem of obtaining good upper bounds for the exponential sum χ(a + b) , (1) a∈XA, b∈B arXiv:1606.00358v1 [math.NT] 1 Jun 2016 where A, B are arbitrary subsets of the field Fp. Exponential sums of such a type were studied by various authors, see e.g. [2], [4], [8]–[10]. There is a well– known hypothesis on sums (1) which is called the graph Paley conjecture, see the history of the question in [2] or [13], for example. Conjecture (Paley graph). Let δ > 0 be a real number, A, B F be ⊂ p arbitrary sets with A > pδ and B > pδ. Then there exists a number | | | | ∗This work is supported by grant Russian Scientific Foundation RSF 14–11–00433. 1 I. D. Shkredov, A. S. Volostnov 2 τ = τ(δ) such that for any sufficiently large prime number p and all nontrivial characters χ the following holds χ(a + b) <p−τ A B . (2) | || | a∈A, b∈B X Let us say a few words about the name of the hypothesis. -
Chapter 4 Characters and Gauss Sums
Chapter 4 Characters and Gauss sums 4.1 Characters on finite abelian groups In what follows, abelian groups are multiplicatively written, and the unit element of an abelian group A is denoted by 1. We denote the order (number of elements) of A by jAj. Let A be a finite abelian group. A character on A is a group homomorphism χ : A ! C∗ (i.e., C n f0g with multiplication). If jAj = n then an = 1, hence χ(a)n = 1 for each a 2 A and each character χ on A. Therefore, a character on A maps A to the roots of unity. The product χ1χ2 of two characters χ1; χ2 on A is defined by (χ1χ2)(a) = χ1(a)χ2(a) for a 2 A. With this product, the characters on A form an abelian group, the so-called character group of A, which we denote by Ab (or Hom(A; C∗)). (A) The unit element of Ab is the trivial character χ0 that maps A to 1. Since any character on A maps A to the roots of unity, the inverse χ−1 : a 7! χ(a)−1 of a character χ is equal to its complex conjugate χ : a 7! χ(a). It would have been possible to develop the theory of characters using the fact that every finite abelian groups is the direct sum of cyclic groups, but we prefer to start from scratch. Let B be a subgroup of A and χ a character on B. By an extension of χ to A 0 0 0 we mean a character χ on A such that χ jB = χ, i.e., χ (b) = χ(b) for b 2 B. -
NOTES for NUMBER THEORY COURSE 1. Unique Factorization
NOTES FOR NUMBER THEORY COURSE 1. Unique factorization 1.1. All the rings we consider are assumed to have multiplicative unit 1 and almost always they will be commutative. N, Z, Q, R, C will denote the natural numbers, integers, rational numbers, real numbers and complex numbers respectively. A number α 2 C is called an algebraic number, if there exists a polynomial p(x) 2 Q[x] with p(α) = 0. We shall let Q¯ be the set of all algebraic numbers. Fact: \C and Q¯ are algebraically closed". IF R is a ring R[x1; ··· ; xn] will denote the ring of polynomials in n variables with coeffi- cients in R. The letter k will usually denote a field. If R ⊆ S are rings, and α1; ··· ; αk are elements of S, we shall let R[α1; ··· ; αn] be the subring of S generated by R and α1; ··· ; αn. Here are somep examples of rings R of the type we willp be interested in: R = Z, R = k[x], R = Z[i]( i = −1), R = Z[!](! = e2πi=3), R = Z[ 3], or more generally let R = Z[α], where α is an algebraic number. 1.2. First definitions: principal ideals, prime ideals... An element u 2 R is called an unit if there exists v 2 R such that uv = 1. Such a v is necessarily unique (Why?) and is called the inverse of u. The set of units in R will be denoted by U(R). The units in Z are 1 and −1. There are six units in Z[!] (the sixth roots of unity). -
The Origin of Representation Theory
THE ORIGIN OF REPRESENTATION THEORY KEITH CONRAD Abstract. Representation theory was created by Frobenius about 100 years ago. We describe the background that led to the problem which motivated Frobenius to define characters of a finite group and show how representation theory solves the problem. The first results about representation theory in characteristic p are also discussed. 1. Introduction Characters of finite abelian groups have been used since Gauss in the beginning of the 19th century, but it was only near the end of that century, in 1896, that Frobenius extended this concept to finite nonabelian groups [21]. This approach of Frobenius to group characters is not the one in common use today, although some of his ideas that were overlooked for a long period have recently been revived [30]. Here we trace the development of the problem whose solution led Frobenius to introduce characters of finite groups, show how this problem can be solved using classical representa- tion theory of finite groups, and indicate some relations between this problem and modular representations. Other surveys on the origins of representation theory are by Curtis [7], Hawkins [24, 25, 26, 27], Lam [32], and Ledermann [35]. While Curtis describes the development of modular representation theory focusing on the work of Brauer, we examine the earlier work in characteristic p of Dickson. 2. Circulants For a positive integer n, consider an n × n matrix where each row is obtained from the previous one by a cyclic shift one step to the right. That is, we look at a matrix of the form 0 1 X0 X1 X2 :::Xn−1 B Xn−1 X0 X1 :::Xn−2 C B C B .