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.
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页码:114 / 131
页数:18
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