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Volumn 4335 LNAI, Issue , 2007, Pages 151-160

Reinforcement learning for online control of evolutionary algorithms

Author keywords

[No Author keywords available]

Indexed keywords

EVOLUTIONARY ALGORITHMS; PARAMETER ESTIMATION; REINFORCEMENT LEARNING;

EID: 36348980390     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-69868-5_10     Document Type: Conference Paper
Times cited : (65)

References (16)
  • 3
    • 35048863830 scopus 로고    scopus 로고
    • A. Eiben, E. Marchiori, and V. Valko. Evolutionary algorithms with on-the-fly population size adjustment. In X. et al, editor, Parallel Problem Solving from Nature, PPSN VIII, 3242 of LNCS, pages 41-50. Springer, 2004.
    • A. Eiben, E. Marchiori, and V. Valko. Evolutionary algorithms with on-the-fly population size adjustment. In X. et al, editor, Parallel Problem Solving from Nature, PPSN VIII, volume 3242 of LNCS, pages 41-50. Springer, 2004.
  • 5
    • 0035303540 scopus 로고    scopus 로고
    • Design of evolutionary algorithms - a statistical perspective
    • O. Francois and C. Lavergne. Design of evolutionary algorithms - a statistical perspective. IEEE Trans. on Evolutionary Computation, 5(2):129-148, 2001.
    • (2001) IEEE Trans. on Evolutionary Computation , vol.5 , Issue.2 , pp. 129-148
    • Francois, O.1    Lavergne, C.2
  • 6
    • 0022559425 scopus 로고
    • Optimization of control parameters for genetic algorithms
    • J. Grefenstette. Optimization of control parameters for genetic algorithms. IEEE Trans. Syst. Man Cybern., 16(1):122-128, 1986.
    • (1986) IEEE Trans. Syst. Man Cybern , vol.16 , Issue.1 , pp. 122-128
    • Grefenstette, J.1
  • 9
    • 36348992992 scopus 로고    scopus 로고
    • Step size adaptation in evolution strategies using reinforcement learning
    • D. B. Fogel, M. A. El-Sharkawi, X. Yao, G. Greenwood, H. Iba, P. Marrow, and M. Shackleton, editors, IEEE Press
    • S. D. Mueller, N. N. Schraudolph, and P. D. Koumoutsakos. Step size adaptation in evolution strategies using reinforcement learning. In D. B. Fogel, M. A. El-Sharkawi, X. Yao, G. Greenwood, H. Iba, P. Marrow, and M. Shackleton, editors, Proceedings of the 2002 Congress on Evolutionary Computation CEC2002, pages 151-156. IEEE Press, 2002.
    • (2002) Proceedings of the 2002 Congress on Evolutionary Computation CEC2002 , pp. 151-156
    • Mueller, S.D.1    Schraudolph, N.N.2    Koumoutsakos, P.D.3
  • 11
    • 32444451789 scopus 로고    scopus 로고
    • M. E. Samples, J. M. Daida, M. Byom, and M. Pizzimenti. Parameter sweeps for exploring GP parameters. In H.-G. Beyer, U.-M. O'Reilly, D. V. Arnold, W. Banzhaf, C. Blum, E. W. Bonabeau, E. Cantu-Paz, D. Dasgupta, K. Deb, J. A. Foster, E. D. de Jong, H. Lipson, X. Llora, S. Mancoridis, M. Pelikan, G. R. Raidl, T. Soule, A. M. Tyrrell, J.-P. Watson, and E. Zitzler, editors, GECCO 2005: Proceedings of the 2005 conference on Genetic and evolutionary computation, 2, pages 1791-1792, Washington DC, USA, 25-29 June 2005. ACM Press.
    • M. E. Samples, J. M. Daida, M. Byom, and M. Pizzimenti. Parameter sweeps for exploring GP parameters. In H.-G. Beyer, U.-M. O'Reilly, D. V. Arnold, W. Banzhaf, C. Blum, E. W. Bonabeau, E. Cantu-Paz, D. Dasgupta, K. Deb, J. A. Foster, E. D. de Jong, H. Lipson, X. Llora, S. Mancoridis, M. Pelikan, G. R. Raidl, T. Soule, A. M. Tyrrell, J.-P. Watson, and E. Zitzler, editors, GECCO 2005: Proceedings of the 2005 conference on Genetic and evolutionary computation, volume 2, pages 1791-1792, Washington DC, USA, 25-29 June 2005. ACM Press.


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