TOWARD BETTER FORMULA LOWER BOUNDS: THE COMPOSITION OF A FUNCTION AND A UNIVERSAL RELATION

被引:10
|
作者
Gavinsky, Dmitry [1 ]
Meir, Or [2 ]
Weinstein, Omri [3 ]
Wigderson, Avi [4 ]
机构
[1] Acad Sci Czech Republ, Inst Math, Zitna 25, CR-11567 Prague 1, Czech Republic
[2] Univ Haifa, Dept Comp Sci, IL-31905 Haifa, Israel
[3] Columbia Univ, Dept Comp Sci, New York, NY 10027 USA
[4] Inst Adv Study, Olden Lane, Princeton, NJ 08540 USA
基金
美国国家科学基金会;
关键词
formula; Karchmer-Wigderson relations; lower bounds; information complexity; communication complexity; KRW conjecture; SUPER-LOGARITHMIC DEPTH; COMMUNICATION COMPLEXITY; MONOTONE CIRCUITS; MORGAN FORMULAS; SHRINKAGE; SIZE;
D O I
10.1137/15M1018319
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
One of the major open problems in complexity theory is proving superlogarithmic lower bounds on the depth of circuits (i. e., P not subset of NC1). This problem is interesting for two reasons: first, it is tightly related to understanding the power of parallel computation and of small-space computation; second, it is one of the first milestones toward proving superpolynomial circuit lower bounds. Karchmer, Raz, and Wigderson [Comput. Complexity, 5 (1995), pp. 191-204] suggested approaching this problem by proving the following conjecture: given two Boolean functions f and g, the depth complexity of the composed function g lozenge f is roughly the sum of the depth complexities of f and g. They showed that the validity of this conjecture would imply that P not subset of NC1. As a starting point for studying the composition of functions, they introduced a relation called "the universal relation" and suggested studying the composition of universal relations. This suggestion proved fruitful, and an analogue of the Karchmer-Raz-Wigderson (KRW) conjecture for the universal relation was proved by Edmonds et al. [Comput. Complexity, 10 (2001), pp. 210-246]. An alternative proof was given later by Hastad and Wigderson [in Advances in Computational Complexity Theory, DIMACS Ser. Discrete Math. Theoret. Comput. Sci. 13, AMS, Providence, RI, 1993, pp. 119-134]. However, studying the composition of functions seems more difficult, and the KRW conjecture is still an open question. In this work, we make a natural step in this direction, which lies between what is known and the original conjecture: we show that an analogue of the conjecture holds for the composition of a function with a universal relation.
引用
收藏
页码:114 / 131
页数:18
相关论文
共 50 条
  • [31] Universal Lower Bounds for Potential Energy of Spherical Codes
    P. G. Boyvalenkov
    P. D. Dragnev
    D. P. Hardin
    E. B. Saff
    M. M. Stoyanova
    Constructive Approximation, 2016, 44 : 385 - 415
  • [32] UNIVERSAL APPROXIMATION BOUNDS FOR SUPERPOSITIONS OF A SIGMOIDAL FUNCTION
    BARRON, AR
    IEEE TRANSACTIONS ON INFORMATION THEORY, 1993, 39 (03) : 930 - 945
  • [33] Toward Better Generalization Bounds with Locally Elastic Stability
    Deng, Zhun
    He, Hangfeng
    Su, Weijie J.
    INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 139, 2021, 139
  • [34] BETTER LOWER BOUNDS ON DETECTING AFFINE AND SPHERICAL DEGENERACIES
    ERICKSON, J
    SEIDEL, R
    DISCRETE & COMPUTATIONAL GEOMETRY, 1995, 13 (01) : 41 - 57
  • [35] ADIABATIC LOWER BOUNDS FOR HELMHOLTZ FUNCTION
    GOLDEN, S
    PHYSICAL REVIEW A, 1974, 9 (01): : 530 - 537
  • [36] Lower bounds for testing function isomorphism
    Blais, Eric
    O'Donnell, Ryan
    25TH ANNUAL IEEE CONFERENCE ON COMPUTATIONAL COMPLEXITY - CCC 2010, 2010, : 235 - 246
  • [37] New Lower Bounds on Broadcast Function
    Grigoryan, Hayk
    Harutyunyan, Hovhannes A.
    ALGORITHMIC ASPECTS IN INFORMATION AND MANAGEMENT, AAIM 2014, 2014, 8546 : 174 - 184
  • [38] A Poisson summation formula and lower bounds for Resonances in hyperbolic manifolds
    Perry, PA
    INTERNATIONAL MATHEMATICS RESEARCH NOTICES, 2003, 2003 (34) : 1837 - 1851
  • [39] LOWER BOUNDS FOR OVERLAP .2. DERIVATION OF ECKART FORMULA
    WANG, PSC
    JOURNAL OF CHEMICAL PHYSICS, 1970, 53 (01): : 466 - &
  • [40] THE QUANTUM ADVERSARY METHOD AND CLASSICAL FORMULA SIZE LOWER BOUNDS
    Sophie Laplante
    Troy Lee
    Mario Szegedy
    computational complexity, 2006, 15 : 163 - 196