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Volumn 1643, Issue , 1999, Pages 184-193

On the analysis of evolutionary algorithms —a proof that crossover really can help

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS;

EID: 84958045928     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-48481-7_17     Document Type: Conference Paper
Times cited : (40)

References (22)
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  • 3
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    • Droste, S., Jansen, Th., Wegener, I.: A rigorous complexity analysis of the (1+1) evolutionary algorithm for separable functions with Boolean inputs. Evolutionary Computation 6(2) (1998) 185–196.
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  • 5
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    • Relative building block fitness and the building block hypothesis
    • D. Whitley (Ed.), Morgan Kaufmann, San Mateo, CA
    • Forrest, S. and Mitchell, M.: Relative building block fitness and the building block hypothesis. In D. Whitley (Ed.): Foundations of Genetic Algorithms 2, (1993) 198–226, Morgan Kaufmann, San Mateo, CA.
    • (1993) Foundations of Genetic Algorithms , vol.2 , pp. 198-226
    • Forrest, S.1    Mitchell, M.2
  • 6
    • 0003722376 scopus 로고
    • Optimization, and Machine Learning, AddisonWesley, Reading, Mass
    • Goldberg, D. E.: Genetic Algorithms in Search, Optimization, and Machine Learning. (1989) AddisonWesley, Reading, Mass.
    • (1989) Genetic Algorithms in Search
    • Goldberg, D.E.1
  • 8
    • 84986265197 scopus 로고
    • Long Path problems
    • In Y. Davidor, H.-P. Schwefel, and R.Männer (Eds.), Springer, Berlin, Germany
    • Horn, J., Goldberg, D. E., and Deb, K.: Long Path problems. In Y. Davidor, H.-P. Schwefel, and R.Männer (Eds.): Parallel Problem Solving from Nature (PPSN III), (1994) 149–158, Springer, Berlin, Germany.
    • (1994) Parallel Problem Solving from Nature (PPSN III) , pp. 149-158
    • Horn, J.1    Goldberg, D.E.2    Deb, K.3
  • 9
    • 0002734223 scopus 로고    scopus 로고
    • The Markov Chain Monte Carlo method: An approach to approximate counting and integration
    • In D. S. Hochbaum (Ed.), PWS Publishers, Boston, MA
    • Jerrum, M. and Sinclair, A.: The Markov Chain Monte Carlo method: An approach to approximate counting and integration. In D. S. Hochbaum (Ed.): Approximation Algorithms for NP-hard Problems. (1997) 482–520, PWS Publishers, Boston, MA.
    • (1997) Approximation Algorithms for Np-Hard Problems , pp. 482-520
    • Jerrum, M.1    Sinclair, A.2
  • 10
    • 0038928586 scopus 로고    scopus 로고
    • The Metropolis algorithm for graph bisection
    • Jerrum, M. and Sorkin, G. B.: The Metropolis algorithm for graph bisection. Discrete Applied Mathematics 82 (1998) 155–175.
    • (1998) Discrete Applied Mathematics , vol.82 , pp. 155-175
    • Jerrum, M.1    Sorkin, G.B.2
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    • Royal Road functions
    • Th. Bäck, D. B. Fogel and Z. Michalewicz (Eds.), B2.7:20–B2.7:25, Oxford University Press, Oxford UK
    • Mitchell, M. and Forrest, S.: Royal Road functions. In Th. Bäck, D. B. Fogel and Z. Michalewicz (Eds.): Handbook of Evolutionary Computation, (1997) B2.7:20–B2.7:25, Oxford University Press, Oxford UK.
    • (1997) Handbook of Evolutionary Computation
    • Mitchell, M.1    Forrest, S.2
  • 14
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    • The Royal Road function for genetic algorithms: Fitness landscapes and GA performance
    • In F. J. Varela and P. Bourgine (Eds.), MIT Press, Cambridge, MA
    • Mitchell, M., Forrest, S., and Holland, J. H.: The Royal Road function for genetic algorithms: Fitness landscapes and GA performance. In F. J. Varela and P. Bourgine (Eds.): Proceedings of the First European Conference on Artificial Life, (1992) 245–254, MIT Press, Cambridge, MA.
    • (1992) Proceedings of the First European Conference on Artificial Life , pp. 245-254
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  • 15
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    • Mitchell, M., Holland, J. H., and Forrest, S.: When will a genetic algorithm outperform hill climbing? In J. Cowan, G. Tesauro, and J. Alspector (Eds.): Advances in Neural Information Processing Systems, (1994), Morgan Kaufmann, San Francisco, CA.
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