A mutation operator for evolution strategies to handle constrained problems

GECCO 2005 - Genetic and Evolutionary Computation Conference

Volumn , Issue , 2005, Pages 917-918

  Kramer, Oliver ^a   Ting, Chuan Kang ^a   Büning, Hans Kleine ^a  

^a UNIVERSITY OF PADERBORN   (Germany)

Author keywords

Biased mutation; Constrained problems; Constraint handling techniques; Correlated mutation; Directed mutation; Evolution strategies; Self adaptive mutation operator

Indexed keywords

EID: 32444448107     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1068009.1068163     Document Type: Conference Paper

References (5)

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2. C. A. Coello Coello. Theoretical and Numerical Constraint Handling Techniques used with Evolutionary Algorithms: A Survey of the State of the Art. Computer Methods in Applied Mechanics and Engineering, 191(11-12):1245-1287, January 2002.
3. L. Hildebrand, B. Keusch, and M. Fathi. Directed mutation - a new selfadaptation for evolution strategies. In Proceedings of Congress on Evolutionary Computation CEC99, pages 289-294. The MIT Press, February 1996.
4. E. M. Montes and C. A. Coello Coello. A simple multi-membered evolution strategy to solve constrained optimization problems. IEEE Transactions on Evolutionary Computation, 9(1):1-17, February 2005.
5. H.-P. Schwefel. Evolution and Optimum Seeking. Sixth-Generation Computer Technology. Wiley Interscience, New York, 1995.