Community Detection Utilizing a Novel Multi-swarm Fruit Fly Optimization Algorithm with Hill-Climbing Strategy

The community detection methods based on evolutionary algorithm have become a hot research topic in recent years. However, most contemporary evolution-based community detection algorithms need many parameters in the initialization process and are characterized by complicated computational processes,...

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Vydáno v:	Arabian Journal for Science and Engineering Ročník 41; číslo 3; s. 807 - 828
Hlavní autoři:	Liu, Qiang, Zhou, Bin, Li, Shudong, Li, Ai-ping, Zou, Peng, Jia, Yan
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Berlin/Heidelberg Springer Berlin Heidelberg 01.03.2016
Témata:	Algorithms Communities Engineering Fruits Humanities and Social Sciences Modularity multidisciplinary Networks Optimization Parameters Research Article - Computer Engineering and Computer Science Science Strategy Community structure Fruit fly optimization algorithm Evolutionary algorithm Complex networks Modularity density Community detection Modularity
ISSN:	1319-8025, 2191-4281
On-line přístup:	Získat plný text
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