Evaluation Of Canonical Algorithms And Adaptive Algorithms For Two Known Problems

Year 2009, Volume: 5 Issue: 3, 26 - 37, 25.03.2016

Müjdat Soytürk

Abstract

Keywords

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Evaluation Of Canonical Algorithms And Adaptive Algorithms For Two Known Problems

Abstract

Canonical Algorithms, Adaptive Algorithms, One-Max Problem, Rastrigin’s Function, Genetic Algorithms, Evolutionary algorithms

Keywords

Kanonik Algoritmalar , Uyarlanabilir Algoritmalar , One

References

• T. Back and M. Shutz. Intelligent Mutation Rate Control in Canonical Genetic Algorithms. Fundamentals of Intelligent Systems, number 1079 in Lecture Notes in Artificial Intelligence, pages 158-167, Springer-Verlag, 1996.
• A.E. Eiben and Mark Jelasity. A Critical Note on Experimental Research Methodology in EC. In Proc. of the 2002 Congress on Evolutionary Computations, IEEE, pp 532-587.
• A.E. Eiben and at all. Parameter Control in Evolutionary Algorithms. IEEE Transactions on Evolutionary Computation, Vol. 3, pp. 124-141
• M.Glickman and K.Sycara. Evolutionary Algorithms: Exploring the Dynamics of Self- Adaptation. Genetic Programming 1998: Proceedings of the Third Annual Conference.
• M.Glickman and K.Sycara. Reasons for Premature Convergence of Self-Adapting Mutation Rates. Proc. of the 2000 Congress on Evolutionary Computation.