Selection, Drift, Recombination, and Mutation in Multiobjective Evolutionary Algorithms on Scalable MNK-Landscapes

Author:

Aguirre Hernán E.,Tanaka Kiyoshi

Publisher

Springer Berlin Heidelberg

Reference15 articles.

1. Kauffman, S.A.: The Origins of Order: Self-Organization and Selection in Evolution. Oxford University Press, Oxford (1993)

2. Heckendorn, R., Rana, S., Whitley, D.: Test Function Generators as Embedded Landscapes. In: Foundations of Genetic Algorithms, vol. 5, pp. 183–198. Morgan Kaufmann, San Francisco (1999)

3. Smith, R., Smith, J.: An Examination of Tunable, Random Search Landscapes. In: Foundations of Genetic Algorithms, vol. 5, pp. 165–182. Morgan Kaufmann, San Francisco (1999)

4. Mathias, K.E., Eshelman, L.J., Schaffer, D.: Niches in NK-landscapes. In: Foundations of Genetic Algorithms, vol. 6, Morgan Kaufmann, San Francisco (2001)

5. Aguirre, H., Tanaka, K.: A Study on the Behavior of Genetic Algorithms on NK-Landscapes: Effects of Selection, Drift, Mutation, and Recombination. IEICE Trans. Fundamentals 9, 2270–2279 (2003)

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