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Volumn 634, Issue , 2010, Pages 301-311

A reduced-cost SMS-EMOA using kriging, self-adaptation, and parallelization

Author keywords

Evolutionary multiobjective optimization; Expensive evaluation; Metamodels; Self adaptation; SMS EMOA

Indexed keywords


EID: 79960043079     PISSN: 00758442     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-642-04045-0_26     Document Type: Article
Times cited : (14)

References (13)
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  • 3
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    • In I. C. Parmee (Ed.), Springer
    • Emmerich, M. & Naujoks, B. (2004). Metamodel-assisted multiobjective optimisation strategies and their application in airfoil design. In I. C. Parmee (Ed.), Adaptive Computing in Design and Manufacture VI (pp. 249-260). Springer.
    • (2004) Adaptive Computing in Design and Manufacture , vol.6 , pp. 249-260
    • Emmerich, M.1    Naujoks, B.2
  • 4
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    • Single-and Multiobjective Optimization Assisted by Gaussian Random Field Metamodels
    • Emmerich, M., Giannakoglou, K., & Naujoks, B. (2006). Single-and Multiobjective Optimization Assisted by Gaussian Random Field Metamodels. IEEE-Transactions of Evolutionary Computing, 10(4), 421-439.
    • (2006) IEEE-Transactions of Evolutionary Computing , vol.10 , Issue.4 , pp. 421-439
    • Emmerich, M.1    Giannakoglou, K.2    Naujoks, B.3
  • 5
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    • A reduced-cost multi-objective optimization method based on the pareto front technique, neural networks and pvm
    • Barcelona
    • Giotis, A., Giannakoglou, K., & Periaux, J. (2000). A reduced-cost multi-objective optimization method based on the pareto front technique, neural networks and pvm. In ECCOMAS 2000, Barcelona.
    • (2000) ECCOMAS 2000
    • Giotis, A.1    Giannakoglou, K.2    Periaux, J.3
  • 6
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    • A computational efficient covariance matrix update and a (1+1)-cma for evolution strategies
    • (GECCO 2006), ACM
    • Igel, C., Suttorp, T., & Hansen, N. (2006). A computational efficient covariance matrix update and a (1+1)-cma for evolution strategies. In Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2006) (pp. 453-460). ACM.
    • (2006) Proceedings of the Genetic and Evolutionary Computation Conference , pp. 453-460
    • Igel, C.1    Suttorp, T.2    Hansen, N.3
  • 7
    • 35648973708 scopus 로고    scopus 로고
    • Optimization of combustion chamber for diesel engine using kriging model
    • Jeong, S., Minemura, Y., & Obayashi, S. (2006). Optimization of combustion chamber for diesel engine using kriging model. Journal of Fluid Science and Technology, 1(2), 138-146.
    • (2006) Journal of Fluid Science and Technology , vol.1 , Issue.2 , pp. 138-146
    • Jeong, S.1    Minemura, Y.2    Obayashi, S.3
  • 8
    • 24344439319 scopus 로고    scopus 로고
    • Multiobjective optimization on a budget of 250 evaluations
    • In C. A. Coello Coello, A. Hernandez Aguirre, E. Zitzler (Eds.), Guanajuato, Mexico: Springer, Lecture Notes in Computer Science
    • Knowles, J. & Hughes, E. (2005). Multiobjective optimization on a budget of 250 evaluations. In C. A. Coello Coello, A. Hernandez Aguirre, E. Zitzler (Eds.), EMO 2005 (pp. 176-190). Guanajuato, Mexico: Springer, Lecture Notes in Computer Science.
    • (2005) EMO 2005 , pp. 176-190
    • Knowles, J.1    Hughes, E.2
  • 9
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    • An emo algorithm using the hypervolume measure as selection criterion
    • Guanajuato, Mexico: Springer, Lecture Notes in Computer Science
    • Emmerich, M., & Beume, N., & Boris, N. (2005). An emo algorithm using the hypervolume measure as selection criterion. In EMO 2005 (pp. 62-76). Guanajuato, Mexico: Springer, Lecture Notes in Computer Science.
    • (2005) EMO 2005 , pp. 62-76
    • Emmerich, M.1    Beume, N.2
  • 10
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    • Computationally effective search and optimization procedure using coarse to fine approximations
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    • Nain, P. K. S. & Deb, K. (2003). Computationally effective search and optimization procedure using coarse to fine approximations. In Proceedings of the Congress on Evolutionary Computation (CEC-2003) (pp. 2081-2088). Canberra, Australia.
    • (2003) Proceedings of the Congress on Evolutionary Computation (CEC-2003) , pp. 2081-2088
    • Nain, P.K.S.1    Deb, K.2
  • 11
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    • Metamodel-assisted sms-emoa applied to airfoil optimization tasks
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    • Naujoks, B., Beume, N., & Emmerich, M. (2005). Metamodel-assisted sms-emoa applied to airfoil optimization tasks. In R. Schilling et al. (Ed.), Proceedings EUROGEN'05 (CD-ROM). FLM. TU Münich.
    • (2005) Proceedings EUROGEN'05 (CD-ROM)
    • Naujoks, B.1    Beume, N.2    Emmerich, M.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.