Application of immune genetic algorithm to multiobjective optimization

被引:0
|
作者
Xu, Jun [1 ]
Liu, Li [1 ]
Xu, Wenbo [1 ]
机构
[1] So Yangtze Univ, Sch Informat Technol, Wuxi 214122, Jiangsu, Peoples R China
关键词
simple genetic algorithm; immune algorithm; immune genetic algorithm; convergence;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, immune genetic algorithm is proposed for multiobjective optimization problems by introducing the capability of the immune system to the simple genetic algorithm. The optimizing ability of the proposed algorithm is identified by comparing the result of optimization with the simple genetic algorithm. Immune genetic algorithm owns the better convergence than the simple genetic algorithm.
引用
收藏
页码:1048 / 1050
页数:3
相关论文
共 50 条
  • [1] An Improved Immune Genetic Algorithm for Multiobjective Optimization
    He, Guixia
    Gao, Jiaquan
    Hu, Luoke
    [J]. ADVANCES IN SWARM INTELLIGENCE, PT 1, PROCEEDINGS, 2010, 6145 : 643 - +
  • [2] Constrained multiobjective optimization immune algorithm: Convergence and application
    Zhang, Zhuhong
    [J]. COMPUTERS & MATHEMATICS WITH APPLICATIONS, 2006, 52 (05) : 791 - 808
  • [3] Dynamic Constrained Multiobjective Optimization Immune Algorithm and Its Application
    Zhuhong Zhang
    Chen Shanlong
    [J]. 2008 7TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-23, 2008, : 8727 - 8732
  • [4] A method of multiobjective optimization using a genetic algorithm and an artificial immune system
    Park, H.
    Kwak, N-S
    Lee, J.
    [J]. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE, 2009, 223 (05) : 1243 - 1252
  • [5] A hybrid immune multiobjective optimization algorithm
    Chen, Jianyong
    Lin, Qiuzhen
    Ji, Zhen
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2010, 204 (02) : 294 - 302
  • [6] Immune system multiobjective optimization algorithm
    Zhang, Bin
    Zhang, Yjaohua
    Jiao, Licheng
    Yang, Pu
    [J]. PROGRESS IN INTELLIGENCE COMPUTATION AND APPLICATIONS, PROCEEDINGS, 2007, : 128 - 131
  • [7] An elitist genetic algorithm for multiobjective optimization
    Costa, L
    Oliveira, P
    [J]. METAHEURISTICS: COMPUTER DECISION-MAKING, 2004, 86 : 217 - +
  • [8] A genetic algorithm for constrained and multiobjective optimization
    Camponogara, E
    Talukdar, SN
    [J]. PROCEEDINGS OF THE THIRD NORDIC WORKSHOP ON GENETIC ALGORITHMS AND THEIR APPLICATIONS (3NWGA), 1997, : 49 - 61
  • [9] A Novel Weight-Based Immune Genetic Algorithm for Multiobjective Optimization Problems
    He, Guixia
    Gao, Jiaquan
    [J]. ADVANCES IN NEURAL NETWORKS - ISNN 2009, PT 2, PROCEEDINGS, 2009, 5552 : 500 - 509
  • [10] Multiobjective multifactorial immune algorithm for multiobjective multitask optimization problems
    Xu, Zhiwei
    Zhang, Kai
    [J]. APPLIED SOFT COMPUTING, 2021, 107