What Makes a Problem Hard for a Genetic Algorithm? Some Anomalous Results and Their Explanation

Author:

Forrest Stephanie,Mitchell Melanie

Publisher

Springer US

Reference44 articles.

1. Belew, R.K. & Booker, L.B. (Eds.) (1991).Proceedings of the Fourth International Conference on Genetic Algorithms.San Mateo, CA: Morgan Kaufmann.

2. Bergman, A., & Feldman, M.W. (1990). More on selection for and against recombination.Theoretical Population Biology 38(1)68–92.

3. Bethke, A.D. (1980). Genetic algorithms as function optimizers. (Doctoral dissertation, University of Michigan.)Dissertation Abstracts International 41(9)350BB.

4. Das, R., & Whitley, L.D. (1991). The only challenging problems are deceptive: Global search by solving order-1 hyperplanes. In R.K. Belew & L.B. Booker (Eds.)Proceedings of the Fourth International Conference on Genetic Algorithms.San Mateo, CA: Morgan Kaufmann.

5. Davis, L.D. (Ed.) (1987).Genetic algorithms and simulated annealing.Research Notes in Artificial Intelligence. Los Altos, CA: Morgan Kauffmann.

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