메뉴 건너뛰기




Volumn 46, Issue 1, 2009, Pages 89-107

A similarity-based surrogate model for enhanced performance in genetic algorithms

Author keywords

Genetic algorithms; Metamodels; Nearest neighbors approximation; Surrogate models

Indexed keywords


EID: 77955907738     PISSN: 00303887     EISSN: 09750320     Source Type: Journal    
DOI: 10.1007/s12597-009-0006-1     Document Type: Article
Times cited : (18)

References (27)
  • 3
    • 0141509927 scopus 로고    scopus 로고
    • A new adaptive penalty scheme for genetic algorithms
    • Barbosa, H., Lemonge, A.: A new adaptive penalty scheme for genetic algorithms. Inf. Sci. 156(3-4), 215-251 (2003)
    • (2003) Inf. Sci. , vol.156 , Issue.3-4 , pp. 215-251
    • Barbosa, H.1    Lemonge, A.2
  • 4
    • 21144445758 scopus 로고    scopus 로고
    • Faster convergence by means of fitness estimation
    • DOI 10.1007/s00500-003-0329-4
    • Branke, J., Schmidt, C.: Faster convergence by means of fitness estimation. Soft Computing 9(1), 13-20 (2005) (Pubitemid 40097881)
    • (2005) SOFT COMPUTING , vol.9 , Issue.1 , pp. 13-20
    • Branke, J.1    Schmidt, C.2
  • 5
    • 0002236430 scopus 로고    scopus 로고
    • On model-based evolutionary computation
    • Bull, L.: On model-based evolutionary computation. Soft Computing 3(2), 76-82 (1999)
    • (1999) Soft Computing , vol.3 , Issue.2 , pp. 76-82
    • Bull, L.1
  • 6
    • 21144433756 scopus 로고    scopus 로고
    • A comprehensive survey of fitness approximation in evolutionary computation
    • DOI 10.1007/s00500-003-0328-5
    • Jin, Y.: A comprehensive survey of fitness approximation in evolutionary computation. Soft Computing Journal 9(1), 3-12 (2005) (Pubitemid 40097880)
    • (2005) SOFT COMPUTING , vol.9 , Issue.1 , pp. 3-12
    • Jin, Y.1
  • 13
    • 0036685493 scopus 로고    scopus 로고
    • Generalized sampling; A variational Approach - Part I: Theory
    • Kybic, J., Blu, T., Unser, M.: Generalized sampling; a variational approach - Part I: Theory. IEEE Transactions on Signal Processing 50(8) 1965-1976
    • IEEE Transactions on Signal Processing , vol.50 , Issue.8 , pp. 1965-1976
    • Kybic, J.1    Blu, T.2    Unser, M.3
  • 14
    • 0036683883 scopus 로고    scopus 로고
    • Generalized sampling; A variational Approach - Part II: Applications
    • Kybic, J., Blu, T., Unser, M.: Generalized sampling; a variational approach - Part II: Applications. IEEE Transactions on Signal Processing 50(8) 1977-1985
    • IEEE Transactions on Signal Processing , vol.50 , Issue.8 , pp. 1977-1985
    • Kybic, J.1    Blu, T.2    Unser, M.3
  • 17
    • 0033729054 scopus 로고    scopus 로고
    • An efficient constraint handling method for genetic algorithms
    • Deb, K.: An efficient constraint handling method for genetic algorithms. Computer Methods in Applied Mechanics and Engineering 186(2/4) 311-338 (2000)
    • (2000) Computer Methods in Applied Mechanics and Engineering , vol.186 , Issue.2-4 , pp. 311-338
    • Deb, K.1
  • 22
    • 0002676017 scopus 로고    scopus 로고
    • Editorial
    • Special issue on lazy learning
    • Aha, D.W.: Editorial. Artif. Intell. Rev. 11(1-5) (1997) 1-6 Special issue on lazy learning.
    • (1997) Artif. Intell. Rev. , vol.11 , Issue.1-5 , pp. 1-6
    • Aha, D.W.1
  • 23
    • 0014432211 scopus 로고
    • A two-dimensional interpolation function for irregularlyspaced data
    • New York, NY, USA, ACM Press
    • Shepard, D.: A two-dimensional interpolation function for irregularlyspaced data. In: Proceedings of the 1968 23rd ACM National Conference, New York, NY, USA, ACM Press 517-524 (1968)
    • (1968) Proceedings of the 1968 23rd ACM National Conference , pp. 517-524
    • Shepard, D.1
  • 24
    • 70449765344 scopus 로고
    • The source and uses of sensivity information
    • Blanning, R.W.: The source and uses of sensivity information. Interfaces 4(4) 21-23 (1974)
    • (1974) Interfaces , vol.4 , Issue.4 , pp. 21-23
    • Blanning, R.W.1
  • 25
    • 34147099200 scopus 로고    scopus 로고
    • Individual-based management of metamodels for evolutionary optimization with application to three-dimensional blade optimization
    • Springer-Verlag
    • Graening, L., Jin, Y., Sendhoff, B.: Individual-based management of metamodels for evolutionary optimization with application to three-dimensional blade optimization. In: Evolutionary Computation in Dynamic and Uncertain Environments. Springer-Verlag 225-250 (2007)
    • (2007) Evolutionary Computation in Dynamic and Uncertain Environments , pp. 225-250
    • Graening, L.1    Jin, Y.2    Sendhoff, B.3
  • 27
    • 0034266683 scopus 로고    scopus 로고
    • Stochastic ranking for constrained evolutionary optimization
    • September
    • Runarsson, T.P., Yao, X.: Stochastic ranking for constrained evolutionary optimization. IEEE Transactions on Evolutionary Computation 4(3) 284-294 (September 2000)
    • (2000) IEEE Transactions on Evolutionary Computation , vol.4 , Issue.3 , pp. 284-294
    • Runarsson, T.P.1    Yao, X.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.