A chaotic artificial bee colony algorithm based on lévy search - Details

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Abstract：

A　Lévy　search　strategy　based　chaotic　artificial　bee　colony　algorithm　(LABC)　is　proposed　in　this　paper.　The　chaotic　sequence,　global　optimal　mechanism　and　Lévy　flight　mechanism　were　introduced　respectively　into　the　initialization,　the　employed　bee　search　and　the　onlooker　bee　search.　The　experiments　show　that　the　proposed　algorithm　performed　better　in　convergence　speed,　global　search　ability　and　optimization　accuracy　than　other　improved　ABC.　Copyright　©　2018　The　Institute　of　Electronics,　Information　and　Communication　Engineers.

Keyword：

Artificial bee colony algorithm; Chaos; Gbest-guided; Lévy flight strategy

Community：

[ 1 ] [Lin, S.]College of Mathematics and Computer Science, Fuzhou University, Fuzhou, 350116, China
[ 2 ] [Lin, S.]Key Laboratory of Information Security of Network Systems, Fuzhou, 350116, China
[ 3 ] [Dong, C.]College of Mathematics and Computer Science, Fuzhou University, Fuzhou, 350116, China
[ 4 ] [Dong, C.]Key Laboratory of Information Security of Network Systems, Fuzhou, 350116, China
[ 5 ] [Wang, Z.]College of Mathematics and Computer Science, Fuzhou University, Fuzhou, 350116, China
[ 6 ] [Guo, W.]College of Mathematics and Computer Science, Fuzhou University, Fuzhou, 350116, China
[ 7 ] [Guo, W.]Key Laboratory of Network Computing and Intelligent Information Processing, Fuzhou, 350116, China
[ 8 ] [Chen, Z.]Department of Electrical Engineering, University of South Florida, Tampa, FL 33620, United States
[ 9 ] [Ye, Y.]College of Mathematics and Computer Science, Fuzhou University, Fuzhou, 350116, China
[ 10 ] [Ye, Y.]Key Laboratory of Information Security of Network Systems, Fuzhou, 350116, China

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IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences

ISSN： 0916-8508

Year： 2018

Issue： 12

Volume： E101A

Page： 2472-2476

Language： English

0 . 3 6 8

JCR@2018

0 . 4 0 0

JCR@2023

ESI HC Threshold：170

JCR Journal Grade：4

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SCOPUS Cited Count： 8

ESI Highly Cited Papers on the List： 0 Unfold All

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30 Days PV： 1

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