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author:

Lin, Shijie (Lin, Shijie.) [1] | Dong, Chen (Dong, Chen.) [2] (Scholars:董晨) | Wang, Zhiqiang (Wang, Zhiqiang.) [3] | Guo, Wenzhong (Guo, Wenzhong.) [4] (Scholars:郭文忠) | Chen, Zhenyi (Chen, Zhenyi.) [5] | Ye, Yin (Ye, Yin.) [6]

Indexed by:

EI Scopus SCIE

Abstract:

A Levy search strategy based chaotic artificial bee colony algorithm (LABC) is proposed in this paper. The chaotic sequence, global optimal mechanism and Levy 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.

Keyword:

artificial bee colony algorithm chaos Gbest-guided Levy flight strategy

Community:

  • [ 1 ] [Lin, Shijie]Fuzhou Univ, Coll Math & Comp Sci, Fuzhou 350116, Fujian, Peoples R China
  • [ 2 ] [Dong, Chen]Fuzhou Univ, Coll Math & Comp Sci, Fuzhou 350116, Fujian, Peoples R China
  • [ 3 ] [Wang, Zhiqiang]Fuzhou Univ, Coll Math & Comp Sci, Fuzhou 350116, Fujian, Peoples R China
  • [ 4 ] [Guo, Wenzhong]Fuzhou Univ, Coll Math & Comp Sci, Fuzhou 350116, Fujian, Peoples R China
  • [ 5 ] [Ye, Yin]Fuzhou Univ, Coll Math & Comp Sci, Fuzhou 350116, Fujian, Peoples R China
  • [ 6 ] [Lin, Shijie]Key Lab Informat Secur Network Syst, Fuzhou 350116, Fujian, Peoples R China
  • [ 7 ] [Dong, Chen]Key Lab Informat Secur Network Syst, Fuzhou 350116, Fujian, Peoples R China
  • [ 8 ] [Ye, Yin]Key Lab Informat Secur Network Syst, Fuzhou 350116, Fujian, Peoples R China
  • [ 9 ] [Guo, Wenzhong]Key Lab Network Comp & Intelligent Informat Proc, Fuzhou 350116, Fujian, Peoples R China
  • [ 10 ] [Chen, Zhenyi]Univ S Florida, Dept Elect Engn, Tampa, FL 33620 USA

Reprint 's Address:

  • 董晨

    [Dong, Chen]Fuzhou Univ, Coll Math & Comp Sci, Fuzhou 350116, Fujian, Peoples R China;;[Dong, Chen]Key Lab Informat Secur Network Syst, Fuzhou 350116, Fujian, Peoples R China

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Version:

Related Keywords:

Source :

IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES

ISSN: 0916-8508

Year: 2018

Issue: 12

Volume: E101A

Page: 2472-2476

0 . 3 6 8

JCR@2018

0 . 4 0 0

JCR@2023

ESI Discipline: ENGINEERING;

ESI HC Threshold:170

JCR Journal Grade:4

CAS Journal Grade:4

Cited Count:

WoS CC Cited Count: 8

SCOPUS Cited Count: 8

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 2

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