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We study the problem of polynomial identity testing (PIT) for depth 2 arithmetic circuits over matrix algebra. We show that identity testing of depth 3 (Sigma-Pi-Sigma) arithmetic circuits over a field F is polynomial time equivalent to…

计算复杂性 · 计算机科学 2016-09-08 Chandan Saha , Ramprasad Saptharishi , Nitin Saxena

We consider the problem of computing matrix polynomials $p(X)$, where $X$ is a large dense matrix, with as few matrix-matrix multiplications as possible. More precisely, let $\Pi_{2^{m}}^*$ represent the set of polynomials computable with…

数值分析 · 数学 2025-08-14 Elias Jarlebring , Gustaf Lorentzon

We show that assuming the Exponential Time Hypothesis, the Partial Minimum Branching Program Size Problem (MBPSP*) requires superpolynomial time. This result also applies to the partial minimization problems for many interesting subclasses…

计算复杂性 · 计算机科学 2024-07-08 Ludmila Glinskih , Artur Riazanov

The theory of $n$-fold integer programming has been recently emerging as an important tool in parameterized complexity. The input to an $n$-fold integer program (IP) consists of parameter $A$, dimension $n$, and numerical data of binary…

数据结构与算法 · 计算机科学 2021-02-25 Martin Koutecký , Asaf Levin , Shmuel Onn

We study identities of finite dimensional algebras over a field of characteristic zero, graded by an arbitrary groupoid $\Gamma$. First we prove that its graded colength has a polynomially bounded growth. For any graded simple algebra $A$…

环与代数 · 数学 2017-01-09 Dušan D. Repovš , Mikhail V. Zaicev

The motivating question for this work is a long standing open problem, posed by Nisan (1991), regarding the relative powers of algebraic branching programs (ABPs) and formulas in the non-commutative setting. Even though the general question…

计算复杂性 · 计算机科学 2021-03-02 Prerona Chatterjee

In this paper, we study quantum Ordered Binary Decision Diagrams($OBDD$) model; it is a restricted version of read-once quantum branching programs, with respect to "width" complexity. It is known that the maximal gap between deterministic…

量子物理 · 物理学 2022-04-25 Kamil Khadiev , Aliya Khadieva , Alexander Knop

The bilinear assignment problem (BAP) is a generalization of the well-known quadratic assignment problem (QAP). In this paper, we study the problem from the computational analysis point of view. Several classes of neigborhood structures are…

数据结构与算法 · 计算机科学 2017-09-12 Vladyslav Sokol , Ante Ćustić , Abraham P. Punnen , Binay Bhattacharya

We contribute to the program of proving lower bounds on the size of branching programs solving the Tree Evaluation Problem introduced by Cook et. al. (2012). Proving a super-polynomial lower bound for the size of nondeterministic thrifty…

计算复杂性 · 计算机科学 2013-11-19 Balagopal Komarath , Jayalal Sarma M. N

A set of multivariate polynomials, over a field of zero or large characteristic, can be tested for algebraic independence by the well-known Jacobian criterion. For fields of other characteristic p>0, there is no analogous characterization…

计算复杂性 · 计算机科学 2012-02-21 Johannes Mittmann , Nitin Saxena , Peter Scheiblechner

Motivated by the Hadamard product of matrices we define the Hadamard product of multivariate polynomials and study its arithmetic circuit and branching program complexity. We also give applications and connections to polynomial identity…

计算复杂性 · 计算机科学 2009-07-24 V. Arvind , Pushkar S. Joglekar , Srikanth Srinivasan

For non-negative integers $k\leq n$, we prove a combinatorial identity for the $p$-binomial coefficient $\binom{n}{k}_p$ based on abelian p-groups. A purely combinatorial proof of this identity is not known. While proving this identity, for…

组合数学 · 数学 2021-03-30 C P Anil Kumar

We investigate the termination problem of a family of multi-path polynomial programs (MPPs), in which all assignments to program variables are polynomials, and test conditions of loops and conditional statements are polynomial equalities.…

编程语言 · 计算机科学 2020-09-02 Yangjia Li , Naijun Zhan , Mingshuai Chen , Hui Lu , Guohua Wu , Joost-Pieter Katoen

We prove the first polynomial separation between randomized and deterministic time-space tradeoffs of multi-output functions. In particular, we present a total function that on the input of $n$ elements in $[n]$, outputs $O(n)$ elements,…

计算复杂性 · 计算机科学 2023-06-29 Huacheng Yu , Wei Zhan

An efficient randomized polynomial identity test for noncommutative polynomials given by noncommutative arithmetic circuits remains an open problem. The main bottleneck to applying known techniques is that a noncommutative circuit of size…

计算复杂性 · 计算机科学 2016-11-23 Vikraman Arvind , Pushkar Joglekar , Partha Mukhopadhyay , S Raja

We study the Radical Identity Testing problem (RIT): Given an algebraic circuit representing a polynomial $f\in \mathbb{Z}[x_1, \ldots, x_k]$ and nonnegative integers $a_1, \ldots, a_k$ and $d_1, \ldots,$ $d_k$, written in binary, test…

计算复杂性 · 计算机科学 2024-10-17 Nikhil Balaji , Klara Nosan , Mahsa Shirmohammadi , James Worrell

This paper is our third step towards developing a theory of testing monomials in multivariate polynomials and concentrates on two problems: (1) How to compute the coefficients of multilinear monomials; and (2) how to find a maximum…

计算复杂性 · 计算机科学 2015-05-19 Zhixiang Chen , Bin Fu

We study deterministic polynomial identity testing (PIT) and reconstruction algorithms for depth-$4$ arithmetic circuits of the form \[ \Sigma^{[r]}\!\wedge^{[d]}\!\Sigma^{[s]}\!\Pi^{[\delta]}. \] This model generalizes Waring…

计算复杂性 · 计算机科学 2026-02-25 Amir Shpilka , Yann Tal

In recent years, several powerful techniques have been developed to design {\em randomized} polynomial-space parameterized algorithms. In this paper, we introduce an enhancement of color coding to design deterministic polynomial-space…

数据结构与算法 · 计算机科学 2017-12-20 Gregory Gutin , Felix Reidl , Magnus Wahlström , Meirav Zehavi

Let $\mathbf{A}$ be a finite nilpotent algebra in a congruence modular variety with finitely many fundamental operations. If $\mathbf{A}$ is of prime power order, then it is known that there is a polynomial $p$ such that for every $n \in…

环与代数 · 数学 2020-11-30 Erhard Aichinger