TY - JOUR
T1 - Finding graph minimum stable set and core via semi-tensor product approach
AU - Zhong, Jie
AU - Lu, Jianquan
AU - Huang, Chi
AU - Li, Lulu
AU - Cao, Jinde
PY - 2016/1/22
Y1 - 2016/1/22
N2 - 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.
AB - 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.
KW - Complex networks
KW - Graph
KW - Graph core
KW - Minimum stable set
KW - Semi-tensor product
UR - http://www.scopus.com/inward/record.url?scp=84949651355&partnerID=8YFLogxK
UR - https://www.scopus.com/record/pubmetrics.uri?eid=2-s2.0-84949651355&origin=recordpage
U2 - 10.1016/j.neucom.2015.09.073
DO - 10.1016/j.neucom.2015.09.073
M3 - RGC 21 - Publication in refereed journal
SN - 0925-2312
VL - 174
SP - 588
EP - 596
JO - Neurocomputing
JF - Neurocomputing
ER -