A novel artificial immune algorithm applied to solve optimization problems

被引:0
|
作者
Li, CH [1 ]
Zhu, YF [1 ]
Mao, ZY [1 ]
机构
[1] S China Univ Technol, Coll Automated Sci & Engn, Guangzhou 510640, Peoples R China
关键词
multi-objective optimization; artificial immune algorithm; evolutionary algorithm;
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
In the paper, we discuss multi-objective (MO) optimization problems solved by artificial immune algorithm. We present a novel artificial immune algorithm for MO optimization (AIAMOO) and analyze its powerful performance from the immune system point of view. Finally, the AIAMOO is applied to solve two complex MO optimization problems and the results can perfectly map the Pareto-optimal front. It shows the good prospect to apply artificial immune system to solve MO optimization problems.
引用
收藏
页码:232 / 237
页数:6
相关论文
共 50 条
  • [1] A New Immune Clone Algorithm to solve the constrained optimization problems
    Zhou, Liang
    Zheng, Jianguo
    INFORMATION-AN INTERNATIONAL INTERDISCIPLINARY JOURNAL, 2011, 14 (03): : 847 - 852
  • [2] AIS(TTP): AN ARTIFICIAL IMMUNE ALGORITHM TO SOLVE TRAVELING TOURNAMENT PROBLEMS
    Perez Caceres, Leslie
    Cristina Riff, Maria
    INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE AND APPLICATIONS, 2012, 11 (01)
  • [3] A Dynamic Artificial Immune Algorithm Applied to Challenging Benchmarking Problems
    de Franca, Fabricio Olivetti
    Von Zuben, Fernando J.
    2009 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1-5, 2009, : 423 - 430
  • [4] A Novel Artificial Immune System for Multiobjective Optimization Problems
    Gao, Jiaquan
    Fang, Lei
    ADVANCES IN NEURAL NETWORKS - ISNN 2009, PT 3, PROCEEDINGS, 2009, 5553 : 88 - 97
  • [5] A new artificial immune algorithm and its application for optimization problems
    于志刚
    宋申民
    段广仁
    Journal of Harbin Institute of Technology(New series), 2006, (02) : 129 - 133
  • [6] An Improved Artificial Bee Colony Algorithm Applied to Engineering Optimization Problems
    Liu, Jenn-Long
    Li, Chung-Chih
    JOURNAL OF INFORMATION SCIENCE AND ENGINEERING, 2016, 32 (04) : 863 - 886
  • [7] A review on the studies employing artificial bee colony algorithm to solve combinatorial optimization problems
    Kaya, Ebubekir
    Gorkemli, Beyza
    Akay, Bahriye
    Karaboga, Dervis
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2022, 115
  • [8] An novel artificial immune systems multi-objective optimization algorithm for 0/1 knapsack problems
    Ma, WP
    Jiao, LC
    Gong, MG
    Liu, F
    COMPUTATIONAL INTELLIGENCE AND SECURITY, PT 1, PROCEEDINGS, 2005, 3801 : 793 - 798
  • [9] Distributed artificial bee colony immune algorithm for the problems of function optimization
    Zhao, Hui
    Li, Mu-Dong
    Weng, Xing-Wei
    Kongzhi yu Juece/Control and Decision, 2015, 30 (07): : 1181 - 1188
  • [10] Improved adaptive artificial immune algorithm for solving function optimization problems
    Meng Y.
    Wang T.
    Li Z.
    Cai J.
    Zhu S.
    Han C.
    Beijing Hangkong Hangtian Daxue Xuebao/Journal of Beijing University of Aeronautics and Astronautics, 2021, 47 (05): : 894 - 903