Some Recent Advancements in Monotone Circuit Complexity
Abstract
In 1985, Razborov [16] proved the first superpolynomial size lower bound for monotone Boolean circuits for the perfect matching the clique functions, and, independently, Andreev [2] obtained exponential size lower bounds. These breakthroughs were soon followed by further advancements in monotone complexity, including better lower bounds for clique [1, 19], superlogarithmic depth lower bounds for connectivity by Karchmer and Wigderson [12], and the separations and that by Raz and McKenzie [15]. Karchmer and Wigderson [12] proved their result by establishing a relation between communication complexity and (monotone) circuit depth, and Raz and McKenzie [15] introduced a new technique, now called lifting theorems, for obtaining communication lower bounds from query complexity lower bounds,
In this talk, we will survey recent advancements in monotone complexity driven by query-to-communication lifting theorems. A decade ago, Göös, Pitassi, and Watson [10] brought to light the generality of the result of Raz and McKenzie [15] and reignited this line of work. A notable extension is the lifting theorem [8] for a model of DAG-like communication [17, 18] that corresponds to circuit size. These powerful theorems, in their different flavours, have been instrumental in addressing many open questions in monotone circuit complexity, including: optimal lower bounds on the size of monotone Boolean formulas computing an explicit function in NP [14]; a complete picture of the relation between the mon-AC and mon-NC hierarchies [6]; a near optimal separation between monotone circuit and monotone formula size [5]; exponential separation between and mon-P [8, 11]; and better lower bounds for clique [7, 13], improving on [3]. Very recently, lifting theorems were also used to prove supercritical trade-offs for monotone circuits showing that there are functions computable by small circuits for which any small circuit must have superlinear or even superpolynomial depth [4, 9]. We will explore these results and their implications, and conclude by discussing some open problems.
Keywords and phrases:
monotone circuit complexity, query complexity, lifting theoremsCategory:
Invited Talk2012 ACM Subject Classification:
Theory of computation Circuit complexity ; Theory of computation Communication complexity ; Theory of computation Proof complexityFunding:
ELLIIT, Knut and Alice Wallenberg grants KAW 2021.0307 and 2023.0116, and the Swedish Research Council grant 2021-05104.Editors:
Olaf Beyersdorff, Michał Pilipczuk, Elaine Pimentel, and Nguyễn Kim ThắngSeries and Publisher:

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