On integer eigenvectors and subeigenvectors in the max-plus algebra

被引:8
作者
Butkovic, Peter [1 ]
MacCaig, Marie [1 ]
机构
[1] Univ Birmingham, Sch Math, Birmingham B15 2TT, W Midlands, England
基金
英国工程与自然科学研究理事会;
关键词
Max algebra; Integer points; Eigenvectors; Subeigenvectors; Column space;
D O I
10.1016/j.laa.2012.12.017
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
Let a circle plus b = max(a, b) and a circle times b = a+b for a, b is an element of (R) over bar = RU{-infinity} and extend these operations to matrices and vectors as in conventional algebra. We study the problems of existence and description of integer subeigenvectors (P1) and eigenvectors (P2) of a given square matrix, that is integer solutions to Ax <= lambda x and Ax = lambda x. It is proved that P1 can be solved as easily as the corresponding question without the integrality requirement (that is in polynomial time). An algorithm is presented for finding an integer point in the max-column space of a rectangular matrix or deciding that no such vector exists. We use this algorithm to solve P2 for any matrix over (R) over bar. The algorithm is shown to be pseudopolynomial for finite matrices which implies that P2 can be solved in pseudopolynomial time for any irreducible matrix. We also discuss classes of matrices for which P2 can be solved in polynomial time. (C) 2013 Elsevier Inc. All rights reserved.
引用
收藏
页码:3408 / 3424
页数:17
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