Improved real-valued clonal selection algorithm based on a novel mutation method

2007 International Symposium on Intelligent Signal Processing and Communications Systems, ISPACS 2007 - Proceedings

Volumn , Issue , 2007, Pages 662-665

  Gong, Maoguo ^a,b   Jiao, Licheng ^a,b   Zhang, Lining ^b   Ma, Wenping ^b  

^a IEEE

^b XIDIAN UNIVERSITY   (China)

Author keywords

Chaos; Clonal selection algorithm; Evolutionary computation; Mutation

Indexed keywords

ADAPTIVE SYSTEMS; CHAOS THEORY; CONVERGENCE OF NUMERICAL METHODS; GENETIC ALGORITHMS;

CLONAL SELECTION ALGORITHM; MUTATION SCALE;

NONLINEAR SYSTEMS;

EID: 43749096536     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISPACS.2007.4445974     Document Type: Conference Paper

References (14)

1. S.M. Garrett D. How We Evaluate Artificial Immune Systems Evolutionary Computation 13 2 145 178 2005
2. E. Hart J. Timmis Application Areas of AIS: The Past, The Present and The Future Proceedings of the 4th International Conference on artificial immune systems 483 497 2005
3. T. Fukuda K. Mori M. Tsukiyama Immune networks using genetic algorithm for adaptive production scheduling Proceedings of 15th IFAC 57 60 1993
4. L.N. de Castro F.J. Von Zuben Learning and Optimization Using the Clonal Selection Principle IEEE Transactions on Evolutionary Computation 6 3 239 251 2002
5. L.N. de Castro J. Timmis An Artificial Immune Networks for Multimodal Function Optimization Proceedings of the 2002 Congress on Evolutionary Computation 699 704 2002
6. S.M. Garrett Parameter-free, Adaptive Clonal Selection Proceedings of IEEE Congress on Evolutionary Computing, CEC 1052 1058 2004
7. V. Cutello G. Nicosia M. Pavone Exploring the Capability of Immune Algorithms: A Characterization of Hypemutation Operators Proceedings of Third International Conference on Artificial Immune Systems, ICARIS2004 263 276 2004
8. V. Cutello G. Narzisi G. Nicosia M. Pavone Clonal Selection Algorithms: A Comparative Case Study Using Effective Mutation Potentials Proceedings of 4th International Conference on Artificial Immune Systems, ICARIS 13 28 2005
9. A.A. Tsonis Chaos: From Theory to Applications 1992
10. H. Mayer K.S. Zaenker U. an der Heiden A basic mathematical model of the immune response. Chaos: An Interdisciplinary Journal of Nonlinear Science 5 1 155 161 1995
11. J. Determan J.A. Foster Using chaos in genetic algorithm Proceedings of the 1999 Congress on Evolutionary Computation 3 2094 2101 1999
12. L. Juan C. Zixing L. Jianqin Premature convergence in genetic algorithm: Analysis and prevention based on chaos operator Proceedings of the3rd World Congress Intelligent Control Automation 495 499 2000
13. R. Caponetto L. Fortuna S. Fazzino M.G. Xibilia Chaotic Sequences to Improve the Performance of Evolutionary Algorithms IEEE Transactions on Evolutionary Computation 7 3 289 304 2003
14. T.S. Parker L.O. Chua Practical Numerical Algorithms for Chaotic System 1989