On testing nonnegativity of principal minors of Z-matrices using simplexmethod

被引:0
|
作者
Dubey, Dipti [1 ]
Neogy, S. K. [2 ]
机构
[1] Shiv Nadar Univ, Dept Math, Dadri 201314, UP, India
[2] Indian Stat Inst, 7 SJS Sansanwal Marg, New Delhi 110016, India
关键词
Z-matrix; P-0-matrix; M-matrix; Linear Complementarity Problem; Simplex Method;
D O I
10.1007/s10479-021-04095-z
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
A real square matrix is a Z-matrix if it's off diagonal elements are nonpositive. A Z-matrix with nonnegative principal minors is called an M-matrix. The problem of testing whether a given matrix is an M-matrix or not is an important research problem in matrix theory as M-matrices arise naturally in a wide range of applications including finite difference methods for partial differential equations, input-output models in economics, linear complementarity problems in operations research, and Markov processes in probability and statistics. In this paper, we present a polynomial-time algorithm for testing whether a Z-matrix is anM-matrix based on modified simplex method.
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页码:985 / 992
页数:8
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