Finding graph minimum stable set and core via semi-tensor product approach

被引:20
作者
Zhong, Jie [1 ,2 ]
Lu, Jianquan [2 ,3 ]
Huang, Chi [4 ]
Li, Lulu [5 ]
Cao, Jinde [2 ,6 ]
机构
[1] City Univ Hong Kong, Dept Math, Kowloon, Hong Kong, Peoples R China
[2] Southeast Univ, Dept Math, Nanjing 210096, Jiangsu, Peoples R China
[3] Southeast Univ, Sch Automat, Nanjing 210096, Jiangsu, Peoples R China
[4] Taiyuan Univ Technol, Coll Math, Taiyuan 030024, Peoples R China
[5] Hefei Univ Technol, Sch Math, Hefei 230009, Peoples R China
[6] King Abdulaziz Univ, Dept Math, Fac Sci, Jeddah 21589, Saudi Arabia
基金
中国博士后科学基金;
关键词
Graph; Minimum stable set; Graph core; Semi-tensor product; Complex networks; BOOLEAN CONTROL NETWORKS; SYNCHRONIZATION; STABILITY; SYSTEMS; CONTROLLABILITY; MATRICES;
D O I
10.1016/j.neucom.2015.09.073
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
By resorting to a new matrix product, called semi-tensor product of matrices, this paper investigates the Minimum stable set and core of graph, and also presents a number of results and algorithms. By defining a characteristic logical vector and using matrix expressions of logical functions, a new algebraic representation is derived for the externally stable set. Then, based on the algebraic representation, an algorithm is established to find all the externally stable sets. According to this algorithm, a new necessary and sufficient condition is obtained to determine whether a given vertex subset is an absolutely minimum externally stable set or not. Meanwhile, a new algorithm is also obtained to find all the absolutely minimum externally stable sets. Finally, the graph core, which is simultaneously externally stable set and internally stable set, is investigated. Here the internally stable set requires that internal nodes of this set are all disconnected with each other. Using semi-tensor product, some necessary and sufficient conditions are presented, and then an algorithm is established to find all the graph cores. The study of illustrative examples shows that the results/algorithms presented in this paper are effective. (C) 2015 Elsevier B.V. All rights reserved.
引用
收藏
页码:588 / 596
页数:9
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