The original paper is in English. Non-English content has been machine-translated and may contain typographical errors or mistranslations. ex. Some numerals are expressed as "XNUMX".
Copyrights notice
The original paper is in English. Non-English content has been machine-translated and may contain typographical errors or mistranslations. Copyrights notice
Strategi carian Lévy berdasarkan algoritma koloni lebah tiruan (LABC) huru-hara dicadangkan dalam kertas ini. Urutan huru-hara, mekanisme optimum global dan mekanisme penerbangan Lévy telah diperkenalkan masing-masing ke dalam permulaan, pencarian lebah yang digunakan dan pencarian lebah penonton. Eksperimen menunjukkan bahawa algoritma yang dicadangkan menunjukkan prestasi yang lebih baik dalam kelajuan penumpuan, keupayaan carian global dan ketepatan pengoptimuman berbanding ABC yang dipertingkatkan yang lain.
Shijie LIN
Fuzhou University,Key Laboratory of Information Security of Network Systems
Chen DONG
Fuzhou University,Key Laboratory of Information Security of Network Systems
Zhiqiang WANG
Fuzhou University
Wenzhong GUO
Fuzhou University,Key Laboratory of Network Computing and Intelligent Information Processing
Zhenyi CHEN
University of South Florida
Yin YE
Fuzhou University,Key Laboratory of Information Security of Network Systems
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Salinan
Shijie LIN, Chen DONG, Zhiqiang WANG, Wenzhong GUO, Zhenyi CHEN, Yin YE, "A Chaotic Artificial Bee Colony Algorithm Based on Lévy Search" in IEICE TRANSACTIONS on Fundamentals,
vol. E101-A, no. 12, pp. 2472-2476, December 2018, doi: 10.1587/transfun.E101.A.2472.
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.
URL: https://global.ieice.org/en_transactions/fundamentals/10.1587/transfun.E101.A.2472/_p
Salinan
@ARTICLE{e101-a_12_2472,
author={Shijie LIN, Chen DONG, Zhiqiang WANG, Wenzhong GUO, Zhenyi CHEN, Yin YE, },
journal={IEICE TRANSACTIONS on Fundamentals},
title={A Chaotic Artificial Bee Colony Algorithm Based on Lévy Search},
year={2018},
volume={E101-A},
number={12},
pages={2472-2476},
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.},
keywords={},
doi={10.1587/transfun.E101.A.2472},
ISSN={1745-1337},
month={December},}
Salinan
TY - JOUR
TI - A Chaotic Artificial Bee Colony Algorithm Based on Lévy Search
T2 - IEICE TRANSACTIONS on Fundamentals
SP - 2472
EP - 2476
AU - Shijie LIN
AU - Chen DONG
AU - Zhiqiang WANG
AU - Wenzhong GUO
AU - Zhenyi CHEN
AU - Yin YE
PY - 2018
DO - 10.1587/transfun.E101.A.2472
JO - IEICE TRANSACTIONS on Fundamentals
SN - 1745-1337
VL - E101-A
IS - 12
JA - IEICE TRANSACTIONS on Fundamentals
Y1 - December 2018
AB - 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.
ER -