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Volumn 361, Issue 1, 2006, Pages 72-110

Some results about the Markov chains associated to GPs and general EAs

Author keywords

Crossover; Evolutionary algorithms; Fitness proportional selection; Geiringer theorem; Markov chain; Mutation; Stationary distribution

Indexed keywords

EVOLUTIONARY ALGORITHMS; GENETIC ALGORITHMS; GENETIC ENGINEERING; LINEAR PROGRAMMING; MATHEMATICAL MODELS; MUTAGENESIS; THEOREM PROVING;

EID: 33747005131     PISSN: 03043975     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.tcs.2006.04.006     Document Type: Article
Times cited : (13)

References (14)
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    • Mitavskiy, B.1    Rowe, J.2
  • 5
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    • Hyperschema theory for gp with one-point crossover, building blocks, and some new results in ga theory
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    • Poli R. Hyperschema theory for gp with one-point crossover, building blocks, and some new results in ga theory. In: Poli R., Banzhaf W., et al. (Eds). Genetic Programming, Proc. EuroGP'2000 (2000), Springer, Berlin 163-180
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    • Poli, R.1
  • 6
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    • On the search properties of different crossover operators in genetic programming
    • Poli R., and Langdon W. On the search properties of different crossover operators in genetic programming. Proc. Third Annu. Genetic Programming Conf. (1998) 293-301
    • (1998) Proc. Third Annu. Genetic Programming Conf. , pp. 293-301
    • Poli, R.1    Langdon, W.2
  • 7
    • 33746944755 scopus 로고    scopus 로고
    • R. Poli, C. Stephens, A. Wright, J. Rowe, A schema-theory-based extension of Geiringer's theorem for linear gp and variable-length gas under homologous crossover, in: K. De Jong, R. Poli, J.E. Rowe (Eds.), Foundations of Genetic Algorithms, Vol. 7, 2002, pp. 45-62.
  • 8
    • 33746961901 scopus 로고    scopus 로고
    • Y. Rabani, Y. Rabinovich, A. Sinclair, A computational view of population genetics, Annu. ACM Symp. Theory of Comput., 1995, pp. 83-92.
  • 9
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    • The algebra of genetic algorithms
    • Radcliffe N. The algebra of genetic algorithms. Annu. Math. Artif. Intell. 10 (1994) 339-384
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  • 10
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    • Theory of genetic algorithms
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    • Theory of genetic algorithms ii: models for genetic operators over the string-tensor representation of populations and convergence to global optima for arbitrary fitness function under scaling
    • Schmitt L. Theory of genetic algorithms ii: models for genetic operators over the string-tensor representation of populations and convergence to global optima for arbitrary fitness function under scaling. Theoret. Comput. Sci. 310 (2004) 181-231
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    • W. Spears, The equilibrium and transient behavior of mutation and recombination, in: W. Martin, W. Spears (Eds.), Foundations of Genetic Algorithms, Vol. 6, 2000, pp. 241-260.
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    • Evolution in mendelian populations
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* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.