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
来源：
DCABES 2006 Proceedings, Vols 1 and 2 | 2006年
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
  • [21] Multiobjective Optimization design via Genetic Algorithm
    Lu, HM
    Yen, GG
    [J]. PROCEEDINGS OF THE 2001 IEEE INTERNATIONAL CONFERENCE ON CONTROL APPLICATIONS (CCA'01), 2001, : 1190 - 1195
  • [22] A multicriteria genetic algorithm for solving multiobjective optimization
    Qi, Rongbin
    Qian, Feng
    Du, Wenli
    Li, Shaojun
    [J]. DYNAMICS OF CONTINUOUS DISCRETE AND IMPULSIVE SYSTEMS-SERIES B-APPLICATIONS & ALGORITHMS, 2007, 14 : 434 - 440
  • [23] Genetic symbiosis algorithm for multiobjective optimization problem
    Mao, JM
    Hirasawa, K
    Hu, JL
    Murata, J
    [J]. IEEE RO-MAN 2000: 9TH IEEE INTERNATIONAL WORKSHOP ON ROBOT AND HUMAN INTERACTIVE COMMUNICATION, PROCEEDINGS, 2000, : 137 - 142
  • [24] A hybrid Genetic Algorithm for multiobjective structural optimization
    Wang, N.
    Tai, K.
    [J]. 2007 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1-10, PROCEEDINGS, 2007, : 2948 - 2955
  • [25] Chaos-genetic algorithm for multiobjective optimization
    Qi, Rongbin
    Qian, Feng
    Li, Shaojun
    Wang, Zhenlei
    [J]. WCICA 2006: SIXTH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-12, CONFERENCE PROCEEDINGS, 2006, : 1563 - +
  • [26] A micro-genetic algorithm for multiobjective optimization
    Coello, CAC
    Pulido, GT
    [J]. EVOLUTIONARY MULTI-CRITERION OPTIMIZATION, PROCEEDINGS, 2001, 1993 : 126 - 140
  • [27] Embedded genetic algorithm for multiobjective optimization problem
    Maji, P
    Das, C
    Chaudhuri, PP
    [J]. 2005 INTERNATIONAL CONFERENCE ON INTELLIGENT SENSING AND INFORMATION PROCESSING, PROCEEDINGS, 2005, : 308 - 313
  • [28] A problem space genetic algorithm in multiobjective optimization
    Ayten Turkcan
    M. Selim Akturk
    [J]. Journal of Intelligent Manufacturing, 2003, 14 : 363 - 378
  • [29] PSFGA:: A parallel genetic algorithm for multiobjective optimization
    de Toro, F
    Ortega, J
    Fernández, J
    Díaz, A
    [J]. 10TH EUROMICRO WORKSHOP ON PARALLEL, DISTRIBUTED AND NETWORK-BASED PROCESSING, PROCEEDINGS, 2002, : 384 - 391
  • [30] Multiobjective Optimization for IMRT Using Genetic Algorithm
    Phillips, M.
    Kim, M.
    Ghate, A.
    [J]. MEDICAL PHYSICS, 2008, 35 (06)
12345