An Improved Artificial Bee Colony Algorithm with History Best Points

被引：0

作者：

Xia, Xingyu ^{[1
]}

Wang, Xi ^{[2
]}

Hu, Haidong ^{[3
]}

Wu, Dongmei ^{[2
]}

Gao, Hao ^{[1
]}

机构：

[1] Nanjing Univ Posts & Telecommun, Inst Adv Technol, Nanjing 210042, Peoples R China

[2] Nanjing Univ Posts & Telecommun, Coll Automat, Nanjing 210042, Peoples R China

[3] Beijing Inst Control Engn, Beijing 10080, Peoples R China

来源：

PROCEEDINGS OF THE 30TH CHINESE CONTROL AND DECISION CONFERENCE (2018 CCDC) | 2018年

关键词：

Artificial bee colony; convergence rate; evolutionary computation; global search ability; OPTIMIZATION;

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

Depending on the power global search ability, artificial bee colony algorithm attracts more attentions in recent years. But its slow convergence rate constraints its development. To better balance its exploration and exploitation abilities, we define a new point named as mean history best points (MHB) to lead the direction of bee population. The numerical experiments on the basic benchmark functions validate the efficiency of our algorithm.

引用

页码：2353 / 2358

页数：6

共 50 条

[21] Improved artificial bee colony algorithm with mutual learning
Liu, Yu
Ling, Xiaoxi
Liang, Yu
Liu, Guanghao
[J]. JOURNAL OF SYSTEMS ENGINEERING AND ELECTRONICS, 2012, 23 (02) : 265 - 275
[22] Artificial bee colony algorithm with improved search equations
Zhang, Song
Liu, Sanyang
[J]. Journal of Information and Computational Science, 2015, 12 (10): : 4069 - 4076
[23] Artificial Bee Colony algorithm with improved search mechanism
Singh, Amreek
Deep, Kusum
[J]. SOFT COMPUTING, 2019, 23 (23) : 12437 - 12460
[24] An Improved KFCM Algorithm Based on Artificial Bee Colony
Zhao, Xiaoqiang
Zhang, Shouming
[J]. EMERGING RESEARCH IN ARTIFICIAL INTELLIGENCE AND COMPUTATIONAL INTELLIGENCE, 2011, 237 : 190 - +
[25] An Improved Artificial Bee Colony Algorithm with Diversity Control
Gomes, Walisson
Santos, Reginaldo
Sales, Claudomiro
[J]. 2018 7TH BRAZILIAN CONFERENCE ON INTELLIGENT SYSTEMS (BRACIS), 2018, : 19 - 24
[26] Artificial bee colony algorithm with improved special centre
Sun, Hui
Wang, Kun
Zhao, Jia
Yu, Xiang
[J]. INTERNATIONAL JOURNAL OF COMPUTING SCIENCE AND MATHEMATICS, 2016, 7 (06) : 548 - 553
[27] Improved Artificial Bee Colony Algorithm Guided by Experience
Wang, Chunfeng
Shang, Pengpeng
Liu, Lixia
[J]. ENGINEERING LETTERS, 2022, 30 (01) : 261 - 265
[28] An Artificial Bee Colony Algorithm with an Improved Updating Strategy
Ge, Changwu
Gao, Hao
[J]. INTERNATIONAL SYMPOSIUM ON ARTIFICIAL INTELLIGENCE AND ROBOTICS 2021, 2021, 11884
[29] Artificial Bee Colony algorithm with improved search mechanism
Amreek Singh
Kusum Deep
[J]. Soft Computing, 2019, 23 : 12437 - 12460
[30] AUTOMATIC CLUSTERING WITH GLOBAL BEST ARTIFICIAL BEE COLONY ALGORITHM
Ozturk, Celal
Hancer, Emrah
Karaboga, Dervis
[J]. JOURNAL OF THE FACULTY OF ENGINEERING AND ARCHITECTURE OF GAZI UNIVERSITY, 2014, 29 (04): : 677 - 687

← 1 2 3 4 5 →