메뉴 건너뛰기




Volumn 5484 LNCS, Issue , 2009, Pages 685-694

Stochastic local search techniques with unimodal continuous distributions: A survey

Author keywords

[No Author keywords available]

Indexed keywords

BLACK-BOX OPTIMIZATION; CONTINUOUS DISTRIBUTION; PREMATURE CONVERGENCE; STOCHASTIC LOCAL SEARCHES; UNIMODAL;

EID: 67650690893     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-01129-0_78     Document Type: Conference Paper
Times cited : (2)

References (32)
  • 3
    • 0037592480 scopus 로고    scopus 로고
    • Evolution strategies-A comprehensive introduction
    • Beyer, H.G., Schwefel, H.P.: Evolution strategies-a comprehensive introduction. Natural Computing 1(1), 3-52 (2002)
    • (2002) Natural Computing , vol.1 , Issue.1 , pp. 3-52
    • Beyer, H.G.1    Schwefel, H.P.2
  • 5
    • 0041039943 scopus 로고
    • Simulationsmethoden in der medizin and biologie
    • In: Schneider (ed.) Springer, Berlin
    • Rechenberg, I.: Evolutionsstrategien. In: Schneider (ed.) Simulationsmethoden in der Medizin and Biologie, pp. 83-113. Springer, Berlin (1978)
    • (1978) Evolutionsstrategien , pp. 83-113
    • Rechenberg, I.1
  • 6
    • 0035377566 scopus 로고    scopus 로고
    • Completely derandomized self-adaptation in evolution strategies
    • Hansen, N., Ostermeier, A.: Completely derandomized self-adaptation in evolution strategies. Evolutionary Computation 9(2), 159-195 (2001)
    • (2001) Evolutionary Computation , vol.9 , Issue.2 , pp. 159-195
    • Hansen, N.1    Ostermeier, A.2
  • 7
    • 0041481252 scopus 로고    scopus 로고
    • GENA. Kluwer Academic Publishers, Dordrecht Larrañaga, P., Lozano, J.A. (eds.)
    • Larrañaga, P., Lozano, J.A. (eds.): Estimation of Distribution Algorithms. GENA. Kluwer Academic Publishers, Dordrecht (2002)
    • (2002) Estimation of Distribution Algorithms
  • 8
    • 33845276056 scopus 로고    scopus 로고
    • Stochastic hill climbing by vectors of normal distributions
    • Nagoya Japan
    • Rudlof, S., Köppen, M.: Stochastic hill climbing by vectors of normal distributions. In: First Online Workshop on Soft Computing, Nagoya, Japan (1996)
    • (1996) First Online Workshop on Soft Computing
    • Rudlof, S.1    Köppen, M.2
  • 9
    • 0004000927 scopus 로고    scopus 로고
    • A review of the cooperation between evolutionary computation and probabilistic graphical models
    • In: Rodriguez, A.A.O., Ortiz, M.R.S., Hermida, R.S. (eds.) La Habana. Adaptive Systems
    • Larrañaga, P., Etxeberria, R., Lozano, J.A., Sierra, B., Inza, I., Peña, J.M.: A review of the cooperation between evolutionary computation and probabilistic graphical models. In: Rodriguez, A.A.O., Ortiz, M.R.S., Hermida, R.S. (eds.) CIMAF 1999, Second Symposium on Artificial Intelligence, La Habana. Adaptive Systems, pp. 314-324 (1999)
    • (1999) CIMAF 1999, Second Symposium on Artificial Intelligence , pp. 314-324
    • Larrañaga, P.1    Etxeberria, R.2    Lozano, J.A.3    Sierra, B.4    Inza, I.5    Peña, J.M.6
  • 10
    • 33750255180 scopus 로고    scopus 로고
    • Estimation of distribution algorithms based on multivariate normal distributions and gaussian networks
    • Dept. of Computer Science and Artificial Intelligence, University of Basque Country
    • Larrañaga, P., Lozano, J.A., Bengoetxea, E.: Estimation of distribution algorithms based on multivariate normal distributions and Gaussian networks. Technical Report KZZA-IK-1-101, Dept. of Computer Science and Artificial Intelligence, University of Basque Country (2001)
    • (2001) Technical Report KZZA-IK-1-101
    • Larrañaga, P.1    Lozano, J.A.2    Bengoetxea, E.3
  • 12
    • 84947922384 scopus 로고    scopus 로고
    • Expanding from discrete to continuous estimation of distribution algorithms: The IDEA
    • In: Deb, K., Rudolph, G., Lutton, E., Merelo, J.J., Schoenauer, M., Schwefel, H.-P., Yao, X. (eds.) LNCS Springer, Heidelberg
    • Bosman, P.A.N., Thierens, D.: Expanding from discrete to continuous estimation of distribution algorithms: The IDEA. In: Deb, K., Rudolph, G., Lutton, E., Merelo, J.J., Schoenauer, M., Schwefel, H.-P., Yao, X. (eds.) PPSN 2000. LNCS, vol.1917, pp. 767-776. Springer, Heidelberg (2000)
    • (2000) PPSN 2000 , vol.1917 , pp. 767-776
    • Bosman, P.A.N.1    Thierens, D.2
  • 13
    • 32444441242 scopus 로고    scopus 로고
    • On the importance of diversity maintenance in estimation of distribution algorithms
    • DOI 10.1145/1068009.1068129, GECCO 2005 - Genetic and Evolutionary Computation Conference
    • Yuan, B., Gallagher, M.: On the importance of diversity maintenance in estimation of distribution algorithms. In: Beyer, H.G., O'Reilly, U.M. (eds.) Proceedings of the Genetic and Evolutionary Computation Conference GECCO 2005, vol.1, pp. 719-726. ACM Press, New York (2005) (Pubitemid 43226365)
    • (2005) GECCO 2005 - Genetic and Evolutionary Computation Conference , pp. 719-726
    • Yuan, B.1    Gallagher, M.2
  • 17
    • 33750280820 scopus 로고    scopus 로고
    • The correlation-triggered adaptive variance scaling IDEA
    • GECCO 2006 - Genetic and Evolutionary Computation Conference
    • Grahl, J., Bosman, P.A.N., Rothlauf, F.: The correlation-triggered adaptive variance scaling IDEA. In: Proceedings of the 8th annual conference on Genetic and Evolutionary Computation Conference-GECCO 2006, pp. 397-404. ACM Press, New York (2006) (Pubitemid 44611349)
    • (2006) GECCO 2006 - Genetic and Evolutionary Computation Conference , vol.1 , pp. 397-404
    • Grahl, J.1    Bosman, P.A.N.2    Rothlauf, F.3
  • 18
    • 34548092469 scopus 로고    scopus 로고
    • SDR: A better trigger for adaptive variance scaling in normal EDAs
    • DOI 10.1145/1276958.1277066, Proceedings of GECCO 2007: Genetic and Evolutionary Computation Conference
    • Bosman, P.A.N., Grahl, J., Rothlauf, F.: SDR: A better trigger for adaptive variance scaling in normal EDAs. In: GECCO 2007: Proceedings of the 9th annual conference on Genetic and Evolutionary Computation, pp. 492-499. ACM Press, New York (2007) (Pubitemid 47291570)
    • (2007) Proceedings of GECCO 2007: Genetic and Evolutionary Computation Conference , pp. 492-499
    • Bosman, P.A.N.1    Grahl, J.2    Rothlauf, F.3
  • 19
    • 56449110315 scopus 로고    scopus 로고
    • Preventing premature convergence in a simple EDA via global step size setting
    • In: Rudolph, G., Jansen, T., Lucas, S., Poloni, C., Beume, N. (eds.) LNCS Springer, Heidelberg
    • Pošík, P.: Preventing premature convergence in a simple EDA via global step size setting. In: Rudolph, G., Jansen, T., Lucas, S., Poloni, C., Beume, N. (eds.) PPSN 2008. LNCS, vol.5199, pp. 549-558. Springer, Heidelberg (2008)
    • (2008) PPSN 2008 , vol.5199 , pp. 549-558
    • Pošík, P.1
  • 20
    • 34548090273 scopus 로고    scopus 로고
    • Estimation of fitness landscape contours in EAs
    • DOI 10.1145/1276958.1277075, Proceedings of GECCO 2007: Genetic and Evolutionary Computation Conference
    • Pošík, P., Franc, V.: Estimation of fitness landscape contours in EAs. In: Genetic and evolutionary computation conference-GECCO 2007, New York, NY, USA, pp. 562-569. ACM Press, New York (2007) (Pubitemid 47291579)
    • (2007) Proceedings of GECCO 2007: Genetic and Evolutionary Computation Conference , pp. 562-569
    • Poik, P.1    Franc, V.2
  • 21
    • 56449120086 scopus 로고    scopus 로고
    • Enhancing the performance of maximum-likelihood Gaussian EDAs using anticipated mean shift
    • In: Rudolph, G., Jansen, T., Lucas, S., Poloni, C., Beume, N. (eds.) LNCS
    • Bosman, P., Grahl, J., Thierens, D.: Enhancing the performance of maximum-likelihood Gaussian EDAs using anticipated mean shift. In: Rudolph, G., Jansen, T., Lucas, S., Poloni, C., Beume, N. (eds.) PPSN 2008. LNCS, vol.5199, pp. 133-143. Springer, Heidelberg (2008)
    • (2008) PPSN 2008 Springer, Heidelberg , vol.5199 , pp. 133-143
    • Bosman, P.1    Grahl, J.2    Thierens, D.3
  • 22
    • 34547312868 scopus 로고    scopus 로고
    • Improving evolution strategies through active covariance matrix adaptation
    • 1688662, 2006 IEEE Congress on Evolutionary Computation, CEC 2006
    • Jastrebski, G.A., Arnold, D.V.: Improving evolution strategies through active covariance matrix adaptation. In: IEEE Congress on Evolutionary Computation-CEC 2006, pp. 2814-2821 (2006) (Pubitemid 47130851)
    • (2006) 2006 IEEE Congress on Evolutionary Computation, CEC 2006 , pp. 2814-2821
    • Jastrebski, G.A.1    Arnold, D.V.2
  • 23
    • 47249164789 scopus 로고    scopus 로고
    • Cumulative step length adaptation for evolution strategies using negative recombination weights
    • In: Giacobini, M., et al. (eds.) LNCS, Springer, Heidelberg
    • Arnold, D.V., Van Wart, D.C.S.: Cumulative step length adaptation for evolution strategies using negative recombination weights. In: Giacobini, M., et al. (eds.) EvoWorkshops 2008. LNCS, vol.4974, pp. 545-554. Springer, Heidelberg (2008)
    • (2008) EvoWorkshops 2008 , vol.4974 , pp. 545-554
    • Arnold, D.V.1    Van Wart, D.C.S.2
  • 24
    • 4344707250 scopus 로고    scopus 로고
    • Learning probability distributions in continuous evolutionary algorithms - A comparative review
    • DOI 10.1023/B:NACO.0000023416.59689.4e
    • Kern, S., Müller, S.D., Hansen, N., Büche, D., Očenášek, J., Koumoutsakos, P.: Learning probability distributions in continuous evolutionary algorithms-a comparative review. Natural Computing 3(1), 77-112 (2004) (Pubitemid 39127660)
    • (2004) Natural Computing , vol.3 , Issue.1 , pp. 77-112
    • Kern, S.1    Muller, S.D.2    Hansen, N.3    Buche, D.4    Ocenasek, J.5    Koumoutsakos, P.6
  • 25
    • 47249099845 scopus 로고    scopus 로고
    • Truncation selection and gaussian EDA: Bounds for sustainable progress in highdimensional spaces
    • In: Giacobini, M., et al. (eds.) LNCS, Springer, Heidelberg
    • Pošík, P.: Truncation selection and gaussian EDA: Bounds for sustainable progress in highdimensional spaces. In: Giacobini, M., et al. (eds.) EvoWorkshops 2008. LNCS, vol.4974, pp. 525-534. Springer, Heidelberg (2008)
    • (2008) EvoWorkshops 2008 , vol.4974 , pp. 525-534
    • Pošík, P.1
  • 26
    • 3042859422 scopus 로고    scopus 로고
    • Fast evolution strategies
    • Evolutionary Computation
    • Yao, X., Liu, Y.: Fast evolution strategies. Control and Cybernetics 26, 467-496 (1997) (Pubitemid 127156693)
    • (1997) Control and Cybernetics , vol.26 , Issue.3 , pp. 467-496
    • Yao, X.1    Liu, Y.2
  • 27
    • 0345869652 scopus 로고    scopus 로고
    • Multidimensional mutations in evolutionary algorithms based on realvalued representation
    • Obuchowicz, A.: Multidimensional mutations in evolutionary algorithms based on realvalued representation. Int. J. Systems Science 34(7), 469-483 (2003)
    • (2003) Int. J. Systems Science , vol.34 , Issue.7 , pp. 469-483
    • Obuchowicz, A.1
  • 29
    • 36849087310 scopus 로고    scopus 로고
    • Combining Bayesian classifiers and estimation of distribution algorithms for optimization in continuous domains
    • Miquèlez, T., Bengoetxea, E., Mendiburu, A., Larrañaga, P.: Combining Bayesian classifiers and estimation of distribution algorithms for optimization in continuous domains. Connection Science 19(4), 297-319 (2007)
    • (2007) Connection Science , vol.19 , Issue.4 , pp. 297-319
    • Miquèlez, T.1    Bengoetxea, E.2    Mendiburu, A.3    Larrañaga, P.4
  • 30
    • 33750225702 scopus 로고    scopus 로고
    • The LEM3 implementation of learnable evolution model and its testing on complex function optimization problems
    • GECCO 2006 - Genetic and Evolutionary Computation Conference
    • Wojtusiak, J., Michalski, R.S.: The LEM3 system for non-darwinian evolutionary computation and its application to complex function optimization. Reports of the Machine Learning and Inference Laboratory MLI 04-11, George Mason University, Fairfax, VA (February 2006) (Pubitemid 44611463)
    • (2006) GECCO 2006 - Genetic and Evolutionary Computation Conference , vol.2 , pp. 1281-1288
    • Wojtusiak, J.1    Michalski, R.S.2
  • 31
    • 56449119630 scopus 로고    scopus 로고
    • Adaptive encoding: How to render search coordinate system invariant
    • In: Rudolph, G., Jansen, T., Lucas, S., Poloni, C., Beume, N. (eds.) LNCS Springer, Heidelberg
    • Hansen, N.: Adaptive encoding: How to render search coordinate system invariant. In: Rudolph, G., Jansen, T., Lucas, S., Poloni, C., Beume, N. (eds.) PPSN 2008. LNCS, vol.5199, pp. 205-214. Springer, Heidelberg (2008)
    • (2008) PPSN 2008 , vol.5199 , pp. 205-214
    • Hansen, N.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.