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We show an algorithm for computing the permanent of a random matrix with vanishing mean in quasi-polynomial time. Among special cases are the Gaussian, and biased-Bernoulli random matrices with mean 1/lnln(n)^{1/8}. In addition, we can…

数据结构与算法 · 计算机科学 2018-10-11 Lior Eldar , Saeed Mehraban

There is a digraph corresponding to every square matrix over $\mathbb{C}$. We generate a recurrence relation using the Laplace expansion to calculate the characteristic, and permanent polynomials of a square matrix. Solving this recurrence…

离散数学 · 计算机科学 2018-01-08 Ranveer Singh , R. B. Bapat

We consider the computation of the permanent of a binary n by n matrix. It is well- known that the exact computation is a #P complete problem. A variety of Markov chain Monte Carlo (MCMC) computational algorithms have been introduced in the…

统计计算 · 统计学 2013-05-30 Ajay Jasra , Junshan Wang

We present a deterministic algorithm, which, for any given 0< epsilon < 1 and an nxn real or complex matrix A=(a_{ij}) such that | a_{ij}-1| < 0.19 for all i, j computes the permanent of A within relative error epsilon in n^{O(ln n -ln…

组合数学 · 数学 2014-06-25 Alexander Barvinok

Computing the permanent of a $(0,1)$-matrix is a well-known $\#P$-complete problem. In this paper, we present an expression for the permanent of a bipartite graph in terms of the determinant of the graph and its subgraphs, obtained by…

离散数学 · 计算机科学 2025-05-19 Surabhi Chakrabartty , Ranveer Singh

A polynomial-time algorithm for computing the permanent in any field of characteristic 3 is presented in this article. The principal objects utilized for that purpose are the Cauchy and Vandermonde matrices, the discriminant function and…

计算复杂性 · 计算机科学 2007-08-28 Vadim Tarin

An algorithm is presented for the efficient and accurate computation of the coefficients of the characteristic polynomial of a general square matrix. The algorithm is especially suited for the evaluation of canonical traces in determinant…

数值分析 · 数学 2025-10-20 S. Rombouts , K. Heyde

Evaluating the permanent of a matrix is a fundamental computation that emerges in many domains, including traditional fields like computational complexity theory, graph theory, many-body quantum theory and emerging disciplines like machine…

量子物理 · 物理学 2025-10-07 Cassandra Masschelein , Michelle Richer , Paul W. Ayers

We provide physics-inspired derivations of a number of algorithms for computing the permanent of a matrix. In particular we formulate the computation of the permanent as a Grassmann integral that may be viewed as an interacting many-fermion…

数学物理 · 物理学 2017-06-22 Johan Nilsson

Calculating the permanent of a (0,1) matrix is a #P-complete problem but there are some classes of structured matrices for which the permanent is calculable in polynomial time. The most well-known example is the fixed-jump (0,1) circulant…

组合数学 · 数学 2009-09-29 Mordecai J. Golin , Yiu Cho Leung , Yajun Wang

Celebrated work of Jerrum, Sinclair, and Vigoda has established that the permanent of a {0,1} matrix can be approximated in randomized polynomial time by using a rapidly mixing Markov chain. A separate strand of the literature has pursued…

计算复杂性 · 计算机科学 2009-06-10 Cristopher Moore , Alexander Russell

It is known that computing the permanent of the matrix $1+A$, where $A$ is a finite-rank matrix, requires a number of operations polynomial in the matrix size. Motivated by the boson-sampling proposal of restricted quantum computation, I…

量子物理 · 物理学 2023-05-31 Dmitri A. Ivanov

The exact computation of permanent for high-dimensional tensors is a hard problem. Having in mind the applications of permanents in other fields, providing an algorithm for the approximation of tensor permanents is an attractive subject. In…

数值分析 · 数学 2025-05-13 Malihe Nobakht Kooshkghazi , Hamidreza Afshin

This paper proposes a general algorithm called Store-zechin for quickly computing the permanent of an arbitrary square matrix. Its key idea is storage, multiplexing, and recursion. That is, in a recursive process, some sub-terms which have…

计算复杂性 · 计算机科学 2020-08-10 Xuewei Niu , Shenghui Su , Jianghua Zheng , Shuwang Lü

In this paper, we give some determinantal and permanental representations of Generalized Lucas Polynomials by using various Hessenberg matrices, which are general form of determinantal and permanental representations of ordinary Lucas and…

数论 · 数学 2011-11-18 Kenan Kaygisiz , Adem Sahin

We present a simple randomized polynomial time algorithm to approximate the mixed discriminant of $n$ positive semidefinite $n \times n$ matrices within a factor $2^{O(n)}$. Consequently, the algorithm allows us to approximate in randomized…

环与代数 · 数学 2008-02-03 Alexander Barvinok

The matrix permanent belongs to the complexity class #P-Complete. It is generally believed to be computationally infeasible for large problem sizes, and significant research has been done on approximation algorithms for the matrix…

数据结构与算法 · 计算机科学 2020-12-08 James E. Newman , Moshe Y. Vardi

Given a square, nonsingular matrix of univariate polynomials $\mathbf{F}\in\mathbb{K}[x]^{n\times n}$ over a field $\mathbb{K}$, we give a deterministic algorithm for finding the determinant of $\mathbf{F}$. The complexity of the algorithm…

符号计算 · 计算机科学 2014-09-22 Wei Zhou , George Labahn

We present and analyse a Monte-Carlo algorithm to compute the minimal polynomial of an $n\times n$ matrix over a finite field that requires $O(n^3)$ field operations and O(n) random vectors, and is well suited for successful practical…

环与代数 · 数学 2008-04-07 Max Neunhoeffer , Cheryl E. Praeger

We prove that for writing the 3 by 3 permanent polynomial as a determinant of a matrix consisting only of zeros, ones, and variables as entries, a 7 by 7 matrix is required. Our proof is computer based and uses the enumeration of bipartite…

计算复杂性 · 计算机科学 2017-04-11 Jesko Hüttenhain , Christian Ikenmeyer
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