KRW Composition Theorems via Lifting

被引:6
作者
de Rezende, Susanna F. [1 ]
Meir, Or [2 ]
Nordstrom, Jakob [3 ,4 ]
Pitassi, Toniann [5 ,6 ]
Robere, Robert [7 ]
机构
[1] Czech Acad Sci, Inst Math, Prague, Czech Republic
[2] Univ Haifa, Dept Comp Sci, Haifa, Israel
[3] Univ Copenhagen, Copenhagen, Denmark
[4] Lund Univ, Lund, Sweden
[5] Univ Toronto, Dept Comp Sci, Toronto, ON, Canada
[6] Inst Adv Study, Olden Lane, Princeton, NJ 08540 USA
[7] McGill Univ, Montreal, PQ, Canada
来源
2020 IEEE 61ST ANNUAL SYMPOSIUM ON FOUNDATIONS OF COMPUTER SCIENCE (FOCS 2020) | 2020年
基金
美国国家科学基金会; 瑞典研究理事会; 以色列科学基金会; 欧洲研究理事会; 加拿大自然科学与工程研究理事会;
关键词
KRW; Lifting; Simulation; Karchmer-Wigderson relations; KW relations; circuit complexity; circuit lower bounds; formula complexity; formula lower bounds; depth complexity; depth lower bounds; communication complexity; FORMULA LOWER BOUNDS; MORGAN FORMULAS; SHRINKAGE;
D O I
10.1109/FOCS46700.2020.00013
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 super-logarithmic lower bounds on the depth of circuits (i.e., P not subset of NC1). Karchmer, Raz, and Wigderson [13] suggested to approach this problem by proving that depth complexity behaves "as expected" with respect to the composition of functions f lozenge g. They showed that the validity of this conjecture would imply that P not subset of NC1. Several works have made progress toward resolving this conjecture by proving special cases. In particular, these works proved the KRW conjecture for every outer function f, but only for few inner functions g. Thus, it is an important challenge to prove the KRW conjecture for a wider range of inner functions. In this work, we extend significantly the range of inner functions that can be handled. First, we consider the monotone version of the KRW conjecture. We prove it for every monotone inner function g whose depth complexity can be lower bounded via a query-to-communication lifting theorem. This allows us to handle several new and well-studied functions such as the s-t-connectivity, clique, and generation functions. In order to carry this progress back to the non-monotone setting, we introduce a new notion of semi-monotone composition, which combines the non-monotone complexity of the outer function f with the monotone complexity of the inner function g. In this setting, we prove the KRW conjecture for a similar selection of inner functions g, but only for a specific choice of the outer function f.
引用
收藏
页码:43 / 49
页数:7
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