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Volumn 4247 LNCS, Issue , 2006, Pages 726-733

Exploiting quotients of Markov chains to derive properties of the stationary distribution of the Markov chain associated to an evolutionary algorithm

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER SIMULATION; EVOLUTIONARY ALGORITHMS; PROBABILITY; STATE SPACE METHODS;

EID: 33751357525     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11903697_91     Document Type: Conference Paper
Times cited : (3)

References (11)
  • 2
    • 2442420652 scopus 로고    scopus 로고
    • A Thesis Submitted to The University of Dublin for the degree of Master in Science
    • Coffey, S. (1999) An Applied Probabilist's Guide to Genetic Algorithms. A Thesis Submitted to The University of Dublin for the degree of Master in Science.
    • (1999) An Applied Probabilist's Guide to Genetic Algorithms
    • Coffey, S.1
  • 3
    • 0000392461 scopus 로고
    • A simulated annealing like convergence theory for the simple genetic algorithm
    • R. Belew, and L. Bookers, editors, Morgan Kaufmann
    • Davis, T. and Principe, J. (1991) A Simulated Annealing Like Convergence Theory for the Simple Genetic Algorithm. In R. Belew, and L. Bookers, editors, Proceedings of the Fourth International Confemence on Genetic Algorithms, pages 174-181, Morgan Kaufmann.
    • (1991) Proceedings of the Fourth International Confemence on Genetic Algorithms , pp. 174-181
    • Davis, T.1    Principe, J.2
  • 4
    • 84941181270 scopus 로고    scopus 로고
    • An Extension of Geiringer Theorem for a wide class of evolutionary search algorithms
    • to appear
    • Mitavskiy, B., Rowe, J. (to appear). An Extension of Geiringer Theorem for a wide class of evolutionary search algorithms. Evolutionary Computation.
    • Evolutionary Computation
    • Mitavskiy, B.1    Rowe, J.2
  • 5
    • 33751370528 scopus 로고    scopus 로고
    • A schema-based version of Geiringer's Theorem for nonlinear Genetic Programming with homologous crossover
    • Springer-Verlag
    • Mitavskiy, B. (2005) A schema-based version of Geiringer's Theorem for nonlinear Genetic Programming with homologous crossover. Foundations of Genetic Algorithms 8, pages 156-175, Springer-Verlag.
    • (2005) Foundations of Genetic Algorithms , vol.8 , pp. 156-175
    • Mitavskiy, B.1
  • 6
    • 84941184132 scopus 로고    scopus 로고
    • Some Results about the Markov Chains Associated to GPs and General EAs
    • accepted
    • Mitavskiy, B., Rowe, J. (accepted) Some Results about the Markov Chains Associated to GPs and General EAs. Theoretical Computer Science
    • Theoretical Computer Science
    • Mitavskiy, B.1    Rowe, J.2
  • 7
    • 0034914489 scopus 로고    scopus 로고
    • Theory of genetic algorithms
    • Schmitt, L. (2001) "Theory of Genetic Algorithms." Theor. Computer Science, 259: 1-61.
    • (2001) Theor. Computer Science , vol.259 , pp. 1-61
    • Schmitt, L.1
  • 8
    • 0242440265 scopus 로고    scopus 로고
    • 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. (2004) "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." Theoretical Computer Science, 310: 181-231.
    • (2004) Theoretical Computer Science , vol.310 , pp. 181-231
    • Schmitt, L.1
  • 10
    • 0031996991 scopus 로고    scopus 로고
    • A further result on the Markov Chain model of genetic algorithm and Its application to simulated annealing-like strategy
    • Suzuki, J. (1998). A Further Result on the Markov Chain Model of Genetic Algorithm and Its application to Simulated Annealing-Like strategy. IEEE Transactions on Systems, Man and Cybernatics, 28(1).
    • (1998) IEEE Transactions on Systems, Man and Cybernatics , vol.28 , Issue.1
    • Suzuki, J.1
  • 11
    • 33751383705 scopus 로고    scopus 로고
    • The simple genetic algorithm: Foundations and theory
    • Vose, M. (1999). The simple genetic algorithm: foundations and theory. MIT Press.
    • (1999) MIT Press
    • Vose, M.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.