Abstract

In this work we study the relationship between size and treewidth of circuits computing variants of the element distinctness function. First, we show that for each n, any circuit of treewidth t computing the element distinctness function δ n : {0, 1} n → {0, 1} must have size at least $\Omega (\frac {n^{2}}{2^{O(t)} \log n})$ . This result provides a non-trivial generalization of a super-linear lower bound for the size of Boolean formulas (treewidth 1) due to Neciporuk. Subsequently, we turn our attention to read-once circuits, which are circuits where each variable labels at most one input vertex. For each n, we show that any read-once circuit of treewidth t and size s computing a variant τ n : {0, 1} n → {0, 1} of the element distinctness function must satisfy the inequality $t\cdot \log s \geq \Omega (\frac {n}{\log n})$ . Using this inequality in conjunction with known results in structural graph theory, we show that for each fixed graph H, read-once circuits computing τ n which exclude H as a minor must have size at least Ω(n 2/log4 n). For certain well studied functions, such as the triangle-freeness function, this last lower bound can be improved to Ω(n 2/log 2n).

Highlights

  • The problem of explicitly defining a function in NP which requires super-linear circuit size has proven to be notoriously hard

  • We show that any read-once circuit of treewidth t and size s computing a variant τn : {0, 1}n → {0, 1} of the element distinctness function must satisfy the inequality t

  • In this work we introduce the symmetric non-deterministic state complexity of a Boolean function, a complexity measure that is lower-bounded by the size of the smallest read-once oblivious branching program computing the function in question

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Summary

Introduction

The problem of explicitly defining a function in NP which requires super-linear circuit size has proven to be notoriously hard. Theorem 1 implies non-linear lower bounds even for circuits of treewidth o(log n) It is worth comparing our result with another prominent restricted family of circuits for which no non-linear lower bound is known, namely, circuits whose underlying graph belongs to the class of Valiant Series-Parallel graphs [31]. We show that if C is a read-once circuit of size s and treewidth t computing a function fn : {0, 1}n → {0, 1} of symmetric-NSC snsc(fn), t · log s ≥ Ω(log snsc(fn)) Using this tradeoff in conjunction with known results from structural graph theory, we show that for. We introduce a variant τn : {0, 1}n → {0, 1} of the element distinctness function and show that its symmetric-NSC is lower bounded by 2Ω(n/ log n) From these results we have that read-once H-minor-free circuits computing τn require size Ω(n2/ log n).

Preliminaries
Nečiporuk’s Method
Generalizing Nečiporuk’s Theorem
Defining Relations via Constraint Satisfaction Problems
Circuits vs CSPs
Symmetric Non-deterministic State Complexity
On a Variant of the Element Distinctness Function
Non-Linear Lower Bounds for Read-Once Circuits Excluding a Minor

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