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
来源：
2004 8TH INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION, ROBOTICS AND VISION, VOLS 1-3 | 2004年
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
  • [31] Automatic Handling of Expert Knowledge Using Artificial Immune Systems Applied to Combinatorial Optimization Problems
    Diaz Delgadillo, Francisco Javier
    Montiel-Ross, Oscar
    Sepulveda, Roberto
    Melin, Patricia
    ENGINEERING LETTERS, 2012, 20 (01) : 81 - 87
  • [32] IA-AIS: An improved adaptive artificial immune system applied to complex optimization problems
    Li, Zhonghua
    Zhang, Yunong
    Tan, Hong-Zhou
    APPLIED SOFT COMPUTING, 2011, 11 (08) : 4692 - 4700
  • [33] An artificial immune network for multiobjective optimization problems
    Lanaridis, Aris
    Stafylopatis, Andreas
    ENGINEERING OPTIMIZATION, 2014, 46 (08) : 1008 - 1031
  • [34] Iterative MC-algorithm to solve the global optimization problems
    Popkov, A. Yu.
    Darkhovsky, B. S.
    Popkov, Yu. S.
    AUTOMATION AND REMOTE CONTROL, 2017, 78 (02) : 261 - 275
  • [35] Learning algorithm for chaotic dynamical systems that solve optimization problems
    Tokuda, I
    Tamura, A
    Tokunaga, R
    Aihara, K
    Nagashima, T
    ELECTRONICS AND COMMUNICATIONS IN JAPAN PART III-FUNDAMENTAL ELECTRONIC SCIENCE, 1999, 82 (03): : 10 - 21
  • [36] The Bedbug Meta-heuristic Algorithm to Solve Optimization Problems
    Kouroush Rezvani
    Ali Gaffari
    Mohammad Reza Ebrahimi Dishabi
    Journal of Bionic Engineering, 2023, 20 : 2465 - 2485
  • [37] An improved artificial immune algorithm for multimodal optimization
    Xie, Jing-Xin
    Cheng, Chun-Tian
    Tong, Lei-Guang
    Harbin Gongye Daxue Xuebao/Journal of Harbin Institute of Technology, 2009, 41 (07): : 135 - 139
  • [38] Artificial Immune Based Cryptography Optimization Algorithm
    Zhou, Xuanwu
    Liu, Kaihua
    Jin, Zhigang
    Tian, Shourong
    Fu, Yan
    Qin, Lianmin
    INFORMATICA-JOURNAL OF COMPUTING AND INFORMATICS, 2014, 38 (01): : 43 - 50
  • [39] Artificial immune based cryptography optimization algorithm
    Zhou, X. (schwoodchow@163.com), 1600, Slovene Society Informatika (38):
  • [40] Note: An algorithm to solve polyhedral convex set optimization problems
    Loehne, Andreas
    Schrage, Carola
    OPTIMIZATION, 2015, 64 (09) : 2039 - 2041
12345