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Volumn 178, Issue 1, 2008, Pages 152-163

Introducing assignment functions to Bayesian optimization algorithms

Author keywords

Assignment functions; Bayesian optimization algorithms; Evolutionary computation

Indexed keywords

INFORMATION ANALYSIS; MATHEMATICAL MODELS; PROBABILITY;

EID: 34948812541     PISSN: 00200255     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ins.2007.08.014     Document Type: Article
Times cited : (16)

References (19)
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    • D. Heckerman, M. Chickering, Learning Bayesian networks: The combination of knowledge and statistical data. Technical Report MSR-TR-94-09, Microsoft Research, 1994.
  • 4
    • 34948865411 scopus 로고    scopus 로고
    • G. Harik, D.E. Goldberg, Learning linkage. Technical Report IlliGAL Report No.96006, University of Illinois at Urbana-Champaign, 1996.
  • 5
    • 34948901599 scopus 로고    scopus 로고
    • G. Harik, F. Lobo, D.E. Goldberg, The compact genetic algorithm Technical Report IlliGAL Report No.97006, University of Illinois at Urbana-Champaign, 1997.
  • 6
    • 34948852052 scopus 로고    scopus 로고
    • G. Harik, Linkage learning via probabilistic modeling in the ECGA. Technical Report IlliGAL Report No.99010, University of Illinois at Urbana-Champaign, 1999.
  • 8
    • 34948892300 scopus 로고    scopus 로고
    • F. Lobo, K. Deb, D.E. Goldberg, G. Harik, L. Wang, Compressed Introns in a Linkage Learning Genetic Algorithm. Technical Report IlliGAL Report No.97010, University of Illinois at Urbana-Champaign, 1997.
  • 9
    • 34948843144 scopus 로고    scopus 로고
    • M. Munetomo, Linkage identification based on epistasis measure considering monotonicity, in: Proceedings of the 4th Asia-Pacific Conference on Simulated Evolution and Learning, 2002, pp. 550-554.
  • 10
    • 34948855606 scopus 로고    scopus 로고
    • M. Munetomo, D.E. Goldberg, Designing a genetic algorithm using the linkage identification by non-linearity check. Technical Report IlliGAL Report No.98014, University of Illinois at Urbana-Champaign, 1998.
  • 11
    • 34948874463 scopus 로고    scopus 로고
    • M. Munetomo, D.E. Goldberg, Identifying linkage by non-linearity check. Technical Report IlliGAL Report No.98012, University of Illinois at Urbana-Champaign, 1998.
  • 12
    • 84958982841 scopus 로고    scopus 로고
    • From recombination of genes to the estimation of distributions I. Binary parameters
    • Springer-Verlag pp. 188-197
    • Mühlenbein H., Bendisch J., and Voigt H.-M. From recombination of genes to the estimation of distributions I. Binary parameters. Parallel Problem Solving from Nature vol. IV (1996), Springer-Verlag pp. 188-197
    • (1996) Parallel Problem Solving from Nature , vol.IV
    • Mühlenbein, H.1    Bendisch, J.2    Voigt, H.-M.3
  • 13
    • 0001787552 scopus 로고    scopus 로고
    • The bivariate marginal distribution algorithm
    • Roy R., Furuhashi T., and Chawdhry P.K. (Eds), Springer-Verlag, London
    • Pelikan M., and Mühlenbein H. The bivariate marginal distribution algorithm. In: Roy R., Furuhashi T., and Chawdhry P.K. (Eds). Advances in Soft Computing - Engineering Design and Manufacturing (1999), Springer-Verlag, London 521-535
    • (1999) Advances in Soft Computing - Engineering Design and Manufacturing , pp. 521-535
    • Pelikan, M.1    Mühlenbein, H.2
  • 14
    • 34948893118 scopus 로고    scopus 로고
    • M. Pelikan, D.E. Goldberg, E. Cantú-Paz, BOA: The Bayesian optimization algorithm. IlliGAL Report No. 99003, University of Illinois at Urbana-Champaign, 1999.
  • 15
    • 0034276591 scopus 로고    scopus 로고
    • Linkage problem, distribution estimation, and Bayesian networks
    • Pelikan M., Goldberg D.E., and Cantú-Paz E. Linkage problem, distribution estimation, and Bayesian networks. Evolutionary Computation 8 3 (2000) 311-340
    • (2000) Evolutionary Computation , vol.8 , Issue.3 , pp. 311-340
    • Pelikan, M.1    Goldberg, D.E.2    Cantú-Paz, E.3
  • 18
    • 0141844529 scopus 로고    scopus 로고
    • Getting the best of both worlds: discrete and continuous genetic and evolutionary algorithms in concert
    • Pelikan M., Goldberg D.E., and Tsutsui S. Getting the best of both worlds: discrete and continuous genetic and evolutionary algorithms in concert. Information Sciences 156 (2003) 147-171
    • (2003) Information Sciences , vol.156 , pp. 147-171
    • Pelikan, M.1    Goldberg, D.E.2    Tsutsui, S.3
  • 19
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    • K. Sastry, D.E. Goldberg, M. Pelikan, Efficiency enhancement of probabilistic model-building genetic algorithms IlliGAL Report No. 2004020, University of Illinois at Urbana-Champaign, 2004.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.