Schema processing, proportional selection, and the misallocation of trials in genetic algorithms

Information sciences

Volumn 122, Issue 2, 2000, Pages 93-119

  Fogel, David B ^a   Ghozeil, Adam ^b  

^a NATURAL SELECTION INC   (United States)

^b HEWLETT PACKARD COMPANY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

SPURIOUS SIGNAL NOISE;

SCHEMA PROCESSING;

GENETIC ALGORITHMS;

EID: 0033895462     PISSN: 00200255     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0020-0255(99)00118-8     Document Type: Article

References (7)

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2. M. Evans, N. Hastings, B. Peacock, Statistical Distributions, second ed., Wiley, New York, 1993.
3. Holland J.H. Adaptation in Natural and Artificial Systems. 1975;University of Michigan Press, Ann Arbor, MI.
4. W.G. Macready, D.H. Wolpert, Bandit problems and the exploration/exploitation tradeoff, IEEE Trans. Evol. Comp, vol. 2:1, 1998, pp. 2-22.
5. S. Rana, L.D. Whitley, R. Cogswell, Searching in the presence of noise, in: H.-M. Voigt, W. Ebeling, I. Rechenberg, H.-P. Schwefel (Eds.), Parallel Problem Solving from Nature - PPSN IV, Springer, Berlin, 1996, pp. 198-207.
6. G. Rudolph, Reflections on bandit problems and selection methods in uncertain environments, in: T. Bäck (Ed.), Proceedings of the Seventh International Conference on Genetic Algorithms, Morgan Kaufmann, San Francisco, CA, 1997, pp. 166-173.
7. Vose M. The Simple Genetic Algorithm: Foundations and Theory. 1999;MIT Press, Cambridge, MA.