An improved clonal selection algorithm and its application in function optimization problems

Proceedings - 2008 2nd International Symposium on Intelligent Information Technology Application, IITA 2008

Volumn 2, Issue , 2008, Pages 118-121

  Yidan, Luo ^a   Zhongyang, Jiang ^b  

^a KUNMING UNIVERSITY OF SCIENCE AND TECHNOLOGY   (China)

^b CENTRAL SOUTH UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

BIOLOGICAL IMMUNE SYSTEMS; CLONAL SELECTION ALGORITHMS; CLONE SELECTIONS; EVOLUTIONARY COMPUTATIONS; FUNCTION OPTIMIZATION PROBLEMS; GLOBAL OPTIMUM; GLOBAL SEARCH ABILITIES; IMPROVED ALGORITHMS; LOCAL MINIMUMS; MUTATION OPERATORS; ORTHOGONAL CROSSOVERS; SIMULATION RESULTS;

APPLICATIONS; CLONING; ELECTRIC NETWORK ANALYSIS; EVOLUTIONARY ALGORITHMS; IMAGE CLASSIFICATION; INFORMATION TECHNOLOGY;

CONVERGENCE OF NUMERICAL METHODS;

EID: 62949151321     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IITA.2008.328     Document Type: Conference Paper

References (10)

1. Timmis J I, "Artificial immune systems as a novel soft computing paradigm, "Soft Computing, vol. 7, pp.526-544, August 2003.
2. Adnan A, "Clonal selection algorithm with operator multiplicity", Proceedings of the 2004 IEEE Congress on Evolutionary Computation. Portland, pp.19-23, 2004.
3. De Castro,Von Zubsen F J. "Learning and optimization using the clonal selection principle," IEEE Transactions on Evolutionary Computation Special Issue on Artificial Immune Systems, vol.6, pp. 239-251, March 2002.
4. P. Angelov, "Supplementary crossover operator for genetic algorithms based on the center-of-gravity paradigm," Control Cybern., vol. 30, pp.159-176, 2001.
5. X.M.Dai, Z.G.Chen,R.Feng, X.F.Mao and H.H.Shao. "Improved Algorithm of pattern extraction based mutation approach to genetic-algorithm," Shanghai Jiaotong Univ, vol.36, pp.1158- 1160, 2002.
6. L. Wang, "Intelligent Optimization Algorithms With Applications," Beijing,China: Tsinghua Univ. Press, 2001.
7. Y.W.Leung and Y.Wang, "An orthogonal genetic algorithm with quantization for global numerical optimization," IEEE Trans. on Evolutionary Computation, vol. 5, pp. 41-53, Feb. 2001.
8. Jinn-Tsong Tsai,Tung-Kuan Liu,and Jyh-Horng Chou, "Hybrid Taguchi-Genetic Algorithm for Global Numerical Optimization," IEEE Trans. on Evolutionary Computation, vol.8,pp.365-376, Aug.2004.
9. M.Z.Xue, W.C.Zhong, J.Liu, and L.C.Jiao, "Orthogonal Multi-Agent Genetic Algorithm and Its Application in the Function Optimization Problem," System Engineering and Electrical Technology, vol. 26, pp. 1305-1311, Sept.2004.
10. Zixing Cai,Yong Wang, "A Multiobjective Optimization-Based Evolutionary Algorithm for Constrained Optimization," IEEE Trans. on Evolutionary Computation, vol.10,pp. 658-675, Jun.2006.