Improved "Aggregated" model of evolution with soft selection

• Autorzy: Mirosław Ł. , Chorażyczewski A.
• Konferencja: Evolutionary Computation and Global Optimization (10; Krajowa Konferencja Algorytmy Ewolucyjne i Optymalizacja Globalna; 11-13.06.2007; Będlewo, Poland)
• Języki publikacji: EN

Abstrakty

EN

We present an improved "aggregated model" where a population is replaced by base point representing population and probe point imitating search process. Presented results shows similar dynamic behavior for proposed algorithm in comparison to model of soft selection algorithm specially for small populations.

Słowa kluczowe

EN

evolutionary algorithm; population analyses

• Wydawca: Oficyna Wydawnicza Politechniki Warszawskiej
• Czasopismo: Prace Naukowe Politechniki Warszawskiej. Elektronika
• Rocznik: 2007
• Tom: z. 160
• Strony: 203--207
• Opis fizyczny: Bibliogr. 8 poz., wykr.

Twórcy

autor

Mirosław Ł.

autor

Chorażyczewski A.

• Wrocław University of Technology,

Bibliografia

• [1] H.-G. Beyer, On the Performance of (1,λ)-Evolution Strategies for the Ridge Function Class, IEEE Tran. On Evolutionary Comp., pp. 218-235, vol. 5, no. 3, June 2001
• [2] A. Chorążyczewski, R. Galar, Evolutionary Dynamics of Population States, Proc. of the 2001 IEEE Cong. on Evol. Comp., pp. 1366-1373, Seoul, Korea, 2001
• [3] A. Chorążyczewski, On Adaptive Prowess of the "Aggregated" Model of Evolution, Proc. of KAiEOG, 2004
• [4] R. Galar, Evolutionary search with soft selection, Biological Cybernetics, 60: 357-364, 1989
• [5] R. Galar, I. Karcz-Dulęba, The Evolution of Two: an Example of Space of States Approach, in A.V. Sebald, L.J. Fogel (eds.), Proc of the 3rd Annual Conf. on Evolutionary Programming, pp. 261-268, San Diego CA,World Scientific, 1994
• [6] I. Karcz-Dulęba, Dynamics of Infinite Population Evolving in a Landscape of Uni- and Bimodal Fitness Function, IEEE Tran. on Evol. Comp., vol. 5, no. 4, pp. 398-409, 2001
• [7] S. Nijssen, Th. Bäck, An Analysis of the Behavior of Simplified Evolutionary Algorithms on Trap Functions, IEEE Tran. on Evol. Comp. Vol. 7, no. 1, February 2003
• [8] M.D. Vose, A. Wright, Simple Genetic Algorithms with Linear Fitness, Evolutionary Computation, 3(1), pp. 347-368, 1994