From harmonic analysis to arithmetic combinatorics

Arithmetic combinatorics, or additive combinatorics, is a fast developing area of research combining elements of number theory, combinatorics, harmonic analysis and ergodic theory. Its arguably best-known result, and the one that brought it to global prominence, is the proof by Ben Green and Terence Tao of the long-standing conjecture that primes contain arbitrarily long arithmetic progressions. There are many accounts and expositions of the Green-Tao theorem, including the articles by Kra [119] and Tao [182] in the Bulletin. The purpose of the present article is to survey a broader, highly interconnected network of questions and results, built over the decades and spanning several areas of mathematics, of which the Green-Tao theorem is a famous descendant. An old geometric problem lies at the heart of key conjectures in harmonic analysis. A major result in partial differential equations invokes combinatorial theorems on intersecting lines and circles. An unexpected argument points harmonic analysts towards additive number theory, with consequences that could have hardly been anticipated. We will not try to give a comprehensive survey of harmonic analysis, combinatorics, or additive number theory. We will not even be able to do full justice to our specific areas of focus, instead referring the reader to the more complete expositions and surveys listed in Section 7. Our goal here is to emphasize the connections between these areas; we will thus concentrate on relatively few problems, chosen as much for their importance to their fields as for their links to each other. The article is written from the point of view of an analyst who, in the course of her work, was gradually introduced to the questions discussed here and found them fascinating. We hope that the reader will enjoy a taste of this experience.

[1]  Paul Erdős,et al.  Studies in Pure Mathematics: To the Memory of Paul Turán , 1983 .

[2]  Jeong Hyun Kang,et al.  Combinatorial Geometry , 2006 .

[3]  E. Stein,et al.  Hilbert integrals, singular integrals, and Radon transforms I , 1986 .

[4]  M. Burak Erdo˜gan A Bilinear Fourier Extension Theorem and Applications to the Distance Set Problem , 2005 .

[5]  Bryna Kra,et al.  Nonconventional ergodic averages and nilmanifolds , 2005 .

[6]  Vitaly Bergelson,et al.  Polynomial extensions of van der Waerden’s and Szemerédi’s theorems , 1996 .

[7]  W. T. Gowers,et al.  A NEW PROOF OF SZEMER ´ EDI'S THEOREM , 2001 .

[8]  Vsevolod F. Lev,et al.  Open problems in additive combinatorics , 2007 .

[9]  E. Stein,et al.  Singular and maximal Radon transforms: analysis and geometry , 1999, math/9909193.

[10]  Andrew Granville,et al.  An introduction to additive combinatorics , 2007 .

[11]  T. Tao,et al.  The primes contain arbitrarily long polynomial progressions , 2006, math/0610050.

[12]  W. T. Trotter Curvature , Combinatorics , and the Fourier Transform Alex Iosevich , 2001 .

[13]  K. Soundararajan Small gaps between prime numbers: The work of Goldston-Pintz-Yildirim , 2006 .

[14]  Tamar Ziegler,et al.  Universal characteristic factors and Furstenberg averages , 2004, math/0403212.

[15]  Csaba D. Tóth,et al.  Distinct Distances in the Plane , 2001, Discret. Comput. Geom..

[16]  Endre Szemerédi,et al.  On sums and products of integers , 1983 .

[17]  B. Green Generalising the Hardy-Littlewood Method for Primes , 2006, math/0601211.

[18]  Vojtech Rödl,et al.  Regularity Lemma for k‐uniform hypergraphs , 2004, Random Struct. Algorithms.

[19]  Roy O. Davies,et al.  Some remarks on the Kakeya problem , 1971, Mathematical Proceedings of the Cambridge Philosophical Society.

[20]  J. Pál Ein Minimumproblem für Ovale , 1921 .

[21]  Bryna Kra,et al.  Multiple recurrence and nilsequences , 2005 .

[22]  P. Mattila Spherical averages of Fourier transforms of measures with finite energy; dimensions of intersections and distance sets , 1987 .

[23]  T. Tao Nonlinear dispersive equations : local and global analysis , 2006 .

[24]  L. A. Oa,et al.  Crossing Numbers and Hard Erd} os Problems in Discrete Geometry , 1997 .

[25]  P. Erdös,et al.  Additive Gruppen mit vorgegebener Hausdorffscher Dimension. , 1966 .

[26]  N. Katz A counterexample for maximal operators over a Cantor set of directions , 1996 .

[27]  Ben Green,et al.  COMPRESSIONS, CONVEX GEOMETRY AND THE FREIMAN–BILU THEOREM , 2005 .

[28]  Vladimir I. Clue Harmonic analysis , 2004, 2004 IEEE Electro/Information Technology Conference.

[29]  A. Iosevich,et al.  K – Distance Sets , Falconer Conjecture , and Discrete Analogs , 2004 .

[30]  E. Stein,et al.  Hilbert integrals, singular integrals, and Radon transforms II , 1986 .

[31]  F. Cunningham THE KAKEYA PROBLEM FOR SIMPLY CONNECTED AND FOR STAR-SHAPED SETS , 1971 .

[32]  Christopher D. Sogge,et al.  Fourier Integrals in Classical Analysis , 1993 .

[33]  Jean Bourgain,et al.  Besicovitch type maximal operators and applications to fourier analysis , 1991 .

[34]  J. Bourgain On Λ(p)-subsets of squares , 1989 .

[35]  E. Szemerédi On sets of integers containing k elements in arithmetic progression , 1975 .

[36]  László A. Székely,et al.  Crossing Numbers and Hard Erdős Problems in Discrete Geometry , 1997, Combinatorics, Probability and Computing.

[37]  J. M. Marstrand Packing Circles in the Plane , 1987 .

[38]  Terence Tao,et al.  An improved bound on the Minkowski dimension of Besicovitch sets in $\mathbb{R}^3$ , 2000 .

[39]  Rings of fractional dimension , 1984 .

[40]  T. Tao What is good mathematics , 2007, math/0702396.

[41]  Terence Tao,et al.  Norm convergence of multiple ergodic averages for commuting transformations , 2007, Ergodic Theory and Dynamical Systems.

[42]  L. Hörmander The analysis of linear partial differential operators , 1990 .

[43]  Melvyn B. Nathanson,et al.  Additive Number Theory , 1996 .

[44]  M. Christ Convolution, curvature, and combinatorics: a case study , 1998 .

[45]  D. Oberlin Lp-Lq mapping properties of the radon transform , 1983 .

[46]  Antonio Córdoba,et al.  THE KAKEYA MAXIMAL FUNCTION AND THE SPHERICAL SUMMATION MULTIPLIERS. , 1977 .

[47]  Ben Green,et al.  Linear equations in primes , 2006, math/0606088.

[48]  Csaba D. Tóth,et al.  Incidences of not-too-degenerate hyperplanes , 2005, Symposium on Computational Geometry.

[49]  Jean Bourgain,et al.  On Triples in Arithmetic Progression , 1999 .

[50]  On some Problems of Maxima and Minima for the Curve of Constant Breadth and the In-revolvable Curve of the Equilateral Triangle , 1917 .

[51]  Jean-Marc Deshouillers,et al.  Structure Theory of Set Addition , 2018, Astérisque.

[52]  G. Garrigós,et al.  On plate decompositions of cone multipliers , 2007, Proceedings of the Edinburgh Mathematical Society.

[53]  Leonidas J. Guibas,et al.  Combinatorial complexity bounds for arrangements of curves and spheres , 1990, Discret. Comput. Geom..

[54]  A. S. Besicovitch On Fundamental Geometric Properties of Plane Line-Sets , 1964 .

[55]  I. Shkredov On a Generalization of Szemerédi's Theorem , 2005, math/0503639.

[56]  J. Pach Towards a Theory of Geometric Graphs , 2004 .

[57]  G. Mockenhaupt Salem sets and restriction properties of Fourier transforms , 2000 .

[58]  Ben Green,et al.  Restriction theory of the Selberg sieve, with applications , 2004 .

[59]  J. Littlewood,et al.  Some problems of ‘Partitio numerorum’; III: On the expression of a number as a sum of primes , 1923 .

[60]  T. Tao,et al.  The primes contain arbitrarily long arithmetic progressions , 2004, math/0404188.

[61]  Ben Green,et al.  QUADRATIC UNIFORMITY OF THE MOBIUS FUNCTION , 2006, math/0606087.

[62]  T. Tao,et al.  The Fuglede spectral conjecture holds for convex planar domains , 2003 .

[63]  B. Green,et al.  Freiman's theorem in an arbitrary abelian group , 2005, math/0505198.

[64]  E. Szemeri~di,et al.  On Sets of Integers Containing No Four Elements in Arithmetic Progression , .

[65]  H. Furstenberg,et al.  An ergodic Szemerédi theorem for commuting transformations , 1978 .

[66]  Thomas Wolff,et al.  A Kakeya-type problem for circles , 1997 .

[67]  Gerald A. Edgar,et al.  Borel subrings of the reals , 2002 .

[68]  Thomas Wolff,et al.  A mixed norm estimate for the X-ray transform , 1998 .

[69]  O. Nikodým Sur la mesure des ensembles plans dont tous les points sont rectilinéairement accessibles , 1927 .

[70]  Thomas Wolff,et al.  Recent work connected with the Kakeya problem , 2007 .

[71]  Mei-Chu Chang A polynomial bound in Freiman's theorem , 2002 .

[72]  Primes in tuples I , 2005, math/0508185.

[73]  Mei-Chu Chang,et al.  SOME PROBLEMS IN COMBINATORIAL NUMBER THEORY , 2007 .

[74]  Alex Iosevich,et al.  Circular averages and Falconer/Erdös distance conjecture in the plane for random metrics , 2004 .

[75]  A. Carbery,et al.  Multidimensional van der Corput and sublevel set estimates , 1999 .

[76]  Jean Bourgain,et al.  Roth’s theorem on progressions revisited , 2008 .

[77]  Negative results for Nikodym maximal functions and related oscillatory integrals in curved space , 1999, math/9912202.

[78]  K. Falconer On the Hausdorff dimensions of distance sets , 1985 .

[79]  P. Erdös On Sets of Distances of n Points , 1946 .

[80]  W. Schlag On continuum incidence problems related to harmonic analysis , 2002, math/0203291.

[81]  G. Freiman Foundations of a Structural Theory of Set Addition , 2007 .

[82]  E. Stein Maximal functions: Spherical means. , 1976, Proceedings of the National Academy of Sciences of the United States of America.

[83]  Mihail N. Kolountzakis Distance sets corresponding to convex bodies , 2003 .

[84]  Bryna Kra,et al.  The Green-Tao Theorem on arithmetic progressions in the primes: an ergodic point of view , 2005 .

[85]  Csaba D. Tóth,et al.  Distinct Distances in Homogeneous Sets in Euclidean Space , 2006, Discret. Comput. Geom..

[86]  Terence Tao,et al.  New bounds for Kakeya problems , 2001 .

[87]  L. Vega,et al.  Restriction theorems and maximal operators related to oscillatory integrals in $\mathbb{R}^3$ , 1999 .

[88]  Terence Tao,et al.  An improved bound on the Minkowski dimension of Besicovitch sets in R^3 , 1999 .

[89]  RodlVojtech,et al.  Regular Partitions of Hypergraphs , 2007 .

[90]  Melvyn B. Nathanson,et al.  Additive Number Theory: Inverse Problems and the Geometry of Sumsets , 1996 .

[91]  György Elekes,et al.  On the number of sums and products , 1997 .

[92]  J. Bourgain Averages in the plane over convex curves and maximal operators , 1986 .

[93]  Terence Tao A variant of the hypergraph removal lemma , 2006, J. Comb. Theory, Ser. A.

[94]  Kakeya sets in Cantor directions , 2006, math/0609187.

[95]  Endre Szemerédi,et al.  A statistical theorem of set addition , 1994, Comb..

[96]  A. Iosevich,et al.  Geometric incidence theorems via Fourier analysis , 2007, 0709.3786.

[97]  Lawrence A. Kolasa,et al.  On some variants of the Kakeya problem , 1999 .

[98]  Bryna Kra,et al.  Multiple recurrence and convergence for sequences related to the prime numbers , 2006, math/0607637.

[99]  T. Tao Arithmetic progressions and the primes - El Escorial lectures , 2004, math/0411246.

[100]  B. Green,et al.  Structure Theory of Set Addition , 2002 .

[101]  József Solymosi,et al.  Distinct distances in high dimensional homogeneous sets , 2003 .

[102]  Vojtech Rödl,et al.  The counting lemma for regular k‐uniform hypergraphs , 2006, Random Struct. Algorithms.

[103]  T. Tao Arithmetic progressions and the primes , 2006 .

[104]  S. Drury $L^{p}$ estimates for the $X$-ray transform , 1983 .

[105]  Imre Z. Ruzsa,et al.  Generalized arithmetical progressions and sumsets , 1994 .

[106]  A. Leibman Convergence of multiple ergodic averages along polynomials of several variables , 2005 .

[107]  Elias M. Stein,et al.  OSCILLATORY INTEGRALS IN FOURIER ANALYSIS , 1987 .

[108]  Charles Fefferman,et al.  The Multiplier Problem for the Ball , 1971 .

[109]  Imre Z. Ruzsa,et al.  Arithmetical progressions and the number of sums , 1992 .

[110]  Mei-Chu Chang,et al.  Factorization in generalized arithmetic progressions and application to the Erdős-Szemerédi sum-product problems , 2003 .

[111]  A local smoothing estimate in higher dimensions , 2002, math/0205059.

[112]  Mei-Chu Chang The Erdős-Szemerédi problem on sum set and product set , 2003 .

[113]  G. Mockenhaupt A restriction theorem for the Fourier transform , 1991 .

[114]  Ben Green,et al.  New bounds for Szemeredi's theorem, II: A new bound for r_4(N) , 2006 .

[115]  L p regularity of averages over curves and bounds for associated maximal operators , 2005, math/0501165.

[116]  T. Wolff,et al.  Local smoothing type estimates on Lp for large p , 2000 .

[117]  J. Littlewood,et al.  A maximal theorem with function-theoretic applications , 1930 .

[118]  Jean Bourgain,et al.  Mordell's exponential sum estimate revisited , 2005 .

[119]  W. T. Gowers,et al.  A New Proof of Szemerédi's Theorem for Arithmetic Progressions of Length Four , 1998 .

[120]  J. Bourgain,et al.  Fourier transform restriction phenomena for certain lattice subsets and applications to nonlinear evolution equations , 1993 .

[121]  Pertti Mattila,et al.  Geometry of sets and measures in Euclidean spaces , 1995 .

[122]  J. Bourgain New Encounters in Combinatorial Number Theory: From the Kakeya Problem to Cryptography , 2005 .

[123]  Terence Tao,et al.  Recent progress on the Kakeya conjecture , 2000 .

[124]  Paul Erdös,et al.  On Some Sequences of Integers , 1936 .

[125]  T. Tao,et al.  A bilinear approach to cone multipliers II. Applications , 2000 .

[126]  Jozef Skokan,et al.  Applications of the regularity lemma for uniform hypergraphs , 2006 .

[127]  T. Wol A sharp bilinear cone restriction estimate , 2001 .

[128]  D. Hart,et al.  Sum-product estimates in finite fields , 2006 .

[129]  Endre Szemerédi,et al.  Extremal problems in discrete geometry , 1983, Comb..

[130]  József Solymosi,et al.  A Note on a Question of Erdős and Graham , 2004, Combinatorics, Probability and Computing.

[131]  Charles Fefferman,et al.  Inequalities for strongly singular convolution operators , 1970 .

[132]  Ben Green,et al.  AN INVERSE THEOREM FOR THE GOWERS $U^3(G)$ NORM , 2008, Proceedings of the Edinburgh Mathematical Society.

[133]  Terence Tao,et al.  The dichotomy between structure and randomness, arithmetic progressions, and the primes , 2005, math/0512114.

[134]  M. Erdogan On Falconer's Distance Set Conjecture , 2006 .

[135]  J. Bourgain On the Erdős-Volkmann and Katz-Tao ring conjectures , 2003 .

[136]  A sharp bilinear restriction estimate for paraboloids , 2002, math/0210084.

[137]  On the size of k-fold sum and product sets of integers , 2003, math/0309055.

[138]  A. Besicovitch On Kakeya's problem and a similar one , 1928 .

[139]  Three Primes and an Almost-Prime in Arithmetic Progression , 1981 .

[140]  E. M. STEINt,et al.  Differentiation in lacunary directions , 2003 .

[141]  Vojtech Rödl,et al.  Applications of the regularity lemma for uniform hypergraphs , 2006, Random Struct. Algorithms.

[142]  Jean Bourgain,et al.  On the Dimension of Kakeya Sets and Related Maximal Inequalities , 1999 .

[143]  Peter J. Cameron,et al.  Some sequences of integers , 1989, Discret. Math..

[144]  József Solymosi,et al.  On the Number of Sums and Products , 2005 .

[145]  Some Recent Progress on the Restriction Conjecture , 2003, math/0303136.

[146]  J. G. Corput Über Summen von Primzahlen und Primzahlquadraten , 1939 .

[147]  I. Ruzsa Additive combinatorics and geometry of numbers , 2006 .

[148]  M. Erdogan A bilinear Fourier extension theorem and applications to the distance set problem , 2005 .

[149]  M. Furtner The Kakeya Problem , 2008 .

[150]  Thomas Wolff,et al.  Lectures on Harmonic Analysis , 2003 .

[151]  Recent progress on the restriction conjecture , 2003, math/0311181.

[152]  Gabor Elek,et al.  Limits of Hypergraphs, Removal and Regularity Lemmas. A Non-standard Approach , 2007, 0705.2179.

[153]  E. Szemerédi,et al.  Unit distances in the Euclidean plane , 1984 .

[154]  Micha Sharir,et al.  Cutting Circles into Pseudo-Segments and Improved Bounds for Incidences% and Complexity of Many Faces , 2002, Discret. Comput. Geom..

[155]  H. Furstenberg Ergodic behavior of diagonal measures and a theorem of Szemerédi on arithmetic progressions , 1977 .

[156]  A. Seeger,et al.  Wave front sets, local smoothing and Bourgain's circular maximal theorem , 1992 .

[157]  W. Schlag A geometric proof of the circular maximal theorem , 1998 .

[158]  Noga Alon,et al.  An Application of Graph Theory to Additive Number Theory , 1985, Eur. J. Comb..

[159]  Gabor Tardos,et al.  A new entropy inequality for the Erd os distance problem , 2004 .

[160]  W. T. Gowers,et al.  A new proof of Szemerédi's theorem , 2001 .

[161]  K. M. Davis,et al.  Lectures on Bochner-Riesz Means , 1987 .

[162]  W. T. Gowers,et al.  Quasirandomness, Counting and Regularity for 3-Uniform Hypergraphs , 2006, Combinatorics, Probability and Computing.

[163]  Terence Tao,et al.  Some Connections between Falconer's Distance Set Conjecture and Sets of Furstenburg Type , 2001 .

[164]  An improved bound for the Minkowski dimension of Besicovitch sets in medium dimension , 2000, math/0004015.

[165]  Itziar Bardaji Goikoetxea Structure of sets with small sumset and applications , 2008 .

[166]  Kazuya Kato,et al.  Number Theory 1 , 1999 .

[167]  I. Ruzsa,et al.  Few sums, many products , 2003 .

[168]  Higher correlations of divisor sums related to primes III: small gaps between primes , 2007 .

[169]  C. Sogge Smoothing Estimates for the Wave Equation and Applications , 1995 .

[170]  Terence Tao,et al.  A sum-product estimate in finite fields, and applications , 2003, math/0301343.

[171]  Terence Tao,et al.  BOUNDS ON ARITHMETIC PROJECTIONS, AND APPLICATIONS TO THE KAKEYA CONJECTURE , 1999 .

[172]  Terence Tao,et al.  Additive combinatorics , 2007, Cambridge studies in advanced mathematics.

[173]  H. Helson Harmonic Analysis , 1983 .

[174]  T. Tao,et al.  A bilinear approach to cone multipliers I. Restriction estimates , 2000 .

[175]  József Solymosi,et al.  Incidence Theorems for Pseudoflats , 2007, Discret. Comput. Geom..

[176]  Nikos Frantzikinakis,et al.  Convergence of multiple ergodic averages for some commuting transformations , 2004, Ergodic Theory and Dynamical Systems.

[177]  Timothy S. Murphy,et al.  Harmonic Analysis: Real-Variable Methods, Orthogonality, and Oscillatory Integrals , 1993 .

[178]  Micha Sharir,et al.  On the Number of Incidences Between Points and Curves , 1998, Combinatorics, Probability and Computing.

[179]  Jean Bourgain,et al.  Estimates for the Number of Sums and Products and for Exponential Sums in Fields of Prime Order , 2006 .

[180]  D. R. Heath-Brown Integer Sets Containing No Arithmetic Progressions , 1987 .

[181]  L. Hörmander Distribution theory and Fourier analysis , 1990 .

[182]  J. Solymosi On sum-sets and product-sets of complex numbers , 2005 .

[183]  P. Sarnak,et al.  Sieving and expanders , 2006 .

[184]  J. Bourgain,et al.  MORE ON THE SUM-PRODUCT PHENOMENON IN PRIME FIELDS AND ITS APPLICATIONS , 2005 .

[185]  T. Wolff,et al.  An improved bound for Kakeya type maximal functions , 1995 .

[186]  N. Wiener The ergodic theorem , 1939 .

[187]  Ben Green,et al.  Finite field models in additive combinatories , 2004, BCC.

[188]  Ben Green,et al.  Roth's theorem in the primes , 2003 .

[189]  Long arithmetic progressions of primes , 2005, math/0508063.

[190]  J. Pach,et al.  Combinatorial geometry , 1995, Wiley-Interscience series in discrete mathematics and optimization.

[191]  K. F. Roth On Certain Sets of Integers , 1953 .

[192]  Jean Bourgain,et al.  Hausdorff dimension and distance sets , 1994 .

[193]  Jiri Matousek,et al.  Lectures on discrete geometry , 2002, Graduate texts in mathematics.

[194]  T. Wolff Decay of circular means of Fourier transforms of measures , 1999 .

[195]  J. Bourgain Lp-Estimates for oscillatory integrals in several variables , 1991 .

[196]  T. Tao,et al.  A bilinear approach to the restriction and Kakeya conjectures , 1998, math/9807163.

[197]  Chun-Yen Shen,et al.  A slight improvement to Garaev’s sum product estimate , 2007, math/0703614.

[198]  W. T. Gowers,et al.  Hypergraph regularity and the multidimensional Szemerédi theorem , 2007, 0710.3032.

[199]  Terence Tao,et al.  Restriction and Kakeya phenomena for finite fields , 2002 .

[200]  C. Herz Fourier Transforms Related to Convex Sets , 1962 .

[201]  Robert S. Strichartz,et al.  Restrictions of Fourier transforms to quadratic surfaces and decay of solutions of wave equations , 1977 .