A basic study of multi-objective artificial bee colony algorithm based on division of search functions

被引:0
|
作者
Morita, Seijun [1 ]
Takamura, Shuhei [1 ]
Tamura, Kenichi [1 ]
Tsuchiya, Junichi [1 ]
Yasuda, Keiichiro [1 ]
机构
[1] Tokyo Metropolitan University, 1-1, Minami-Osawa, Hachioji, Tokyo
基金
日本学术振兴会;
关键词
Artificial Bee Colony Algorithm; Functional Specialization; Metaheuristics; Multi-Objective Optimization;
D O I
10.1541/ieejeiss.135.1598
中图分类号
学科分类号
摘要
In this letter, we propose a new multi-objective optimization method based on Artificial Bee Colony Algorithm. The proposed method takes advantage of division of search functions that characterize Artificial Bee Colony Algorithm. The performance of the proposed method is verified by numerical simulation using three typical benchmark problems. © 2015 The Institute of Electrical Engineers of Japan.
引用
收藏
页码:1598 / 1599
页数:1
相关论文
共 50 条
  • [1] Multi-objective Artificial Bee Colony algorithm
    Wang, Yanjiao
    Li, Yaojie
    2015 INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND COMMUNICATION NETWORKS (CICN), 2015, : 1289 - 1293
  • [2] A multi-objective artificial bee colony algorithm based on division of the searching space
    Zhong, Yu-Bin
    Xiang, Yi
    Liu, Hai-Lin
    APPLIED INTELLIGENCE, 2014, 41 (04) : 987 - 1011
  • [3] A multi-objective artificial bee colony algorithm based on division of the searching space
    Yu-Bin Zhong
    Yi Xiang
    Hai-Lin Liu
    Applied Intelligence, 2014, 41 : 987 - 1011
  • [4] An elitism based multi-objective artificial bee colony algorithm
    Xiang, Yi
    Zhou, Yuren
    Liu, Hailin
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2015, 245 (01) : 168 - 193
  • [5] A Multi-Objective Artificial Bee Colony Algorithm Combined with a Local Search Method
    Tang, Langping
    Zhou, Yuren
    Xiang, Yi
    Lai, Xinsheng
    INTERNATIONAL JOURNAL ON ARTIFICIAL INTELLIGENCE TOOLS, 2016, 25 (03)
  • [6] A multi-objective artificial bee colony algorithm
    Akbari, Reza
    Hedayatzadeh, Ramin
    Ziarati, Koorush
    Hassanizadeh, Bahareh
    SWARM AND EVOLUTIONARY COMPUTATION, 2012, 2 : 39 - 52
  • [7] A multi-objective artificial bee colony based on limit search strategy
    Zhao X.-Q.
    Duan S.-Y.
    Ma X.-M.
    Kongzhi yu Juece/Control and Decision, 2020, 35 (08): : 1793 - 1802
  • [8] An Artificial Bee Colony Algorithm Based on a Multi-Objective Framework for Supplier Integration
    Farooq, Muhammad Umer
    Salman, Qazi
    Arshad, Muhammad
    Khan, Imran
    Akhtar, Rehman
    Kim, Sunghwan
    APPLIED SCIENCES-BASEL, 2019, 9 (03):
  • [9] An artificial bee colony algorithm for multi-objective optimisation
    Luo, Jianping
    Liu, Qiqi
    Yang, Yun
    Li, Xia
    Chen, Min-rong
    Cao, Wenming
    APPLIED SOFT COMPUTING, 2017, 50 : 235 - 251
  • [10] A dynamic multi-colony artificial bee colony algorithm for multi-objective optimization
    Xiang, Yi
    Zhou, Yuren
    APPLIED SOFT COMPUTING, 2015, 35 : 766 - 785