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Volumn 6238 LNCS, Issue PART 1, 2010, Pages 576-585

A memetic algorithm with non gradient-based local search assisted by a meta-model

Author keywords

[No Author keywords available]

Indexed keywords

DECISION VARIABLES; EVOLUTIONARY PROCESS; GRADIENT BASED; LOCAL SEARCH; MEMETIC ALGORITHMS; META MODEL; MULTI OBJECTIVE EVOLUTIONARY ALGORITHMS; NEW SOLUTIONS; PARETO-OPTIMAL SETS; SECOND PHASE; TEST PROBLEM; WEIGHTED VECTOR;

EID: 78149241092     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-15844-5_58     Document Type: Conference Paper
Times cited : (14)

References (24)
  • 2
    • 21144433756 scopus 로고    scopus 로고
    • A comprehensive survey of fitness approximation in evolutionary computation
    • Jin, Y.: A comprehensive survey of fitness approximation in evolutionary computation. Soft Computing 9(1), 3-12 (2005)
    • (2005) Soft Computing , vol.9 , Issue.1 , pp. 3-12
    • Jin, Y.1
  • 3
    • 0037394089 scopus 로고    scopus 로고
    • Evolutionary optimization of computationally expensive problems via surrogate modeling
    • Ong, Y.S., Nair, P.B., Keane, A.J.: Evolutionary optimization of computationally expensive problems via surrogate modeling. AIAA Journal 41(4), 687-696 (2003)
    • (2003) AIAA Journal , vol.41 , Issue.4 , pp. 687-696
    • Ong, Y.S.1    Nair, P.B.2    Keane, A.J.3
  • 4
    • 24344492742 scopus 로고    scopus 로고
    • Metamodel-assisted multiobjective optimisation strategies and their application in airfoil design
    • Berlyn, Germany, Springer, Heidelberg
    • Emmerich, M.T.M., Naujoks, B.: Metamodel-assisted multiobjective optimisation strategies and their application in airfoil design. In: Adaptive Computing in Design and Manufacture VI, Berlyn, Germany, pp. 249-260. Springer, Heidelberg (2004)
    • (2004) Adaptive Computing in Design and Manufacture VI , pp. 249-260
    • Emmerich, M.T.M.1    Naujoks, B.2
  • 5
    • 31744437433 scopus 로고    scopus 로고
    • Parego: A hybrid algorithm with on-line landscape approximation for expensive multiobjective optimization problems
    • Knowles, J.: Parego: A hybrid algorithm with on-line landscape approximation for expensive multiobjective optimization problems. IEEE Transactions on Evolutionary Computation 10(1), 50-66 (2006)
    • (2006) IEEE Transactions on Evolutionary Computation , vol.10 , Issue.1 , pp. 50-66
    • Knowles, J.1
  • 6
    • 38149003725 scopus 로고    scopus 로고
    • An evolutionary algorithm with spatially distributed surrogates for multiobjective optimization
    • Randall, M., Abbass, H.A., Wiles, J. (eds.) ACAL 2007. Springer, Heidelberg
    • Isaacs, A., Ray, T., Smith,W.: An evolutionary algorithm with spatially distributed surrogates for multiobjective optimization. In: Randall, M., Abbass, H.A., Wiles, J. (eds.) ACAL 2007. LNCS (LNAI), vol. 4828, pp. 257-268. Springer, Heidelberg (2007)
    • (2007) LNCS (LNAI) , vol.4828 , pp. 257-268
    • Isaacs, A.1    Ray, T.2    Smith, W.3
  • 7
    • 70449521026 scopus 로고    scopus 로고
    • A multi-objective metamodel-assisted memetic algorithm with strengthbased local refinement
    • Georgopoulou, C.A., Giannakoglou, K.C.: A multi-objective metamodel-assisted memetic algorithm with strengthbased local refinement. Engineering Optimization 41(10), 909-923 (2009)
    • (2009) Engineering Optimization , vol.41 , Issue.10 , pp. 909-923
    • Georgopoulou, C.A.1    Giannakoglou, K.C.2
  • 8
    • 84887252594 scopus 로고    scopus 로고
    • Support vector method for function approximation, regression estimation, and signal processing
    • MIT Press, Cambridge
    • Vapnik, V., Golowich, S.E., Smola, A.: Support vector method for function approximation, regression estimation, and signal processing. In: Advances in Neural Information Processing Systems, vol. 9, pp. 281-287. MIT Press, Cambridge (1997)
    • (1997) Advances in Neural Information Processing Systems , vol.9 , pp. 281-287
    • Vapnik, V.1    Golowich, S.E.2    Smola, A.3
  • 9
    • 0018468345 scopus 로고
    • A comparison of three methods for selecting values of input variables in the analysis of output from a computer code
    • McKay, M.D., Beckman, R.J., Conover, W.J.: A comparison of three methods for selecting values of input variables in the analysis of output from a computer code. Technometrics 21(2), 239-245 (1979)
    • (1979) Technometrics , vol.21 , Issue.2 , pp. 239-245
    • McKay, M.D.1    Beckman, R.J.2    Conover, W.J.3
  • 10
    • 0001457509 scopus 로고
    • Some Methods for Classification and Analysis of Multivariate Observations
    • University of California Press, Berkeley
    • MacQueen, J.B.: Some Methods for Classification and Analysis of Multivariate Observations. In: Proceedings of the fifth Berkeley Symposium on Mathematical Statistics and Probability, vol. 1, pp. 281-297. University of California Press, Berkeley (1967)
    • (1967) Proceedings of the Fifth Berkeley Symposium on Mathematical Statistics and Probability , vol.1 , pp. 281-297
    • MacQueen, J.B.1
  • 11
    • 0036530772 scopus 로고    scopus 로고
    • A fast and elitist multiobjective genetic algorithm: NSGA-II
    • DOI 10.1109/4235.996017, PII S1089778X02041012
    • Deb, K., Pratap, A., Agarwal, S., Meyarivan, T.: A Fast and Elitist Multiobjective Genetic Algorithm: NSGA-II. IEEE Transactions on Evolutionary Computation 6(2), 182-197 (2002) (Pubitemid 34555372)
    • (2002) IEEE Transactions on Evolutionary Computation , vol.6 , Issue.2 , pp. 182-197
    • Deb, K.1    Pratap, A.2    Agarwal, S.3    Meyarivan, T.4
  • 14
    • 34548108555 scopus 로고    scopus 로고
    • MOEA/D: A multiobjective evolutionary algorithm based on decomposition
    • DOI 10.1109/TEVC.2007.892759
    • Zhang, Q., Li, H.: MOEA/D: A Multiobjective Evolutionary Algorithm Based on Decomposition. IEEE Transactions on Evolutionary Computation 11(6), 712-731 (2007) (Pubitemid 350187486)
    • (2007) IEEE Transactions on Evolutionary Computation , vol.11 , Issue.6 , pp. 712-731
    • Zhang, Q.1    Li, H.2
  • 15
    • 84938447945 scopus 로고
    • "Direct search" solution of numerical and statistical problems
    • Hooke, R., Jeeves, T.A.: "Direct search" solution of numerical and statistical problems. J. ACM 8(2), 212-229 (1961)
    • (1961) J. ACM , vol.8 , Issue.2 , pp. 212-229
    • Hooke, R.1    Jeeves, T.A.2
  • 18
    • 0034199979 scopus 로고    scopus 로고
    • Comparison of Multiobjective Evolutionary Algorithms: Empirical Results
    • Zitzler, E., Deb, K., Thiele, L.: Comparison of Multiobjective Evolutionary Algorithms: Empirical Results. Evolutionary Computation 8(2), 173-195 (2000)
    • (2000) Evolutionary Computation , vol.8 , Issue.2 , pp. 173-195
    • Zitzler, E.1    Deb, K.2    Thiele, L.3
  • 19
    • 0003808330 scopus 로고    scopus 로고
    • PhD thesis, Department of Electrical and Computer Engineering. Graduate School of Engineering. Air Force Institute of Technology, Wright-Patterson AFB, Ohio
    • Veldhuizen, D.A.V.: Multiobjective Evolutionary Algorithms: Classifications, Analyses, and New Innovations. PhD thesis, Department of Electrical and Computer Engineering. Graduate School of Engineering. Air Force Institute of Technology, Wright-Patterson AFB, Ohio (1999)
    • (1999) Multiobjective Evolutionary Algorithms: Classifications, Analyses, and New Innovations
    • Veldhuizen, D.A.V.1
  • 21
    • 0001884644 scopus 로고
    • Individual comparisons by ranking methods
    • Wilcoxon, F.: Individual comparisons by ranking methods. Biometrics Bulletin 1(6), 80-83 (1945)
    • (1945) Biometrics Bulletin , vol.1 , Issue.6 , pp. 80-83
    • Wilcoxon, F.1
  • 24
    • 33749860403 scopus 로고    scopus 로고
    • A review of multiobjective test problems and a scalable test problem toolkit
    • DOI 10.1109/TEVC.2005.861417
    • Huband, S., Hingston, P., Barone, L., While, L.: A Review of Multiobjective Test Problems and a Scalable Test Problem Toolkit. IEEE Transactions on Evolutionary Computation 10(5), 477-506 (2006) (Pubitemid 44560739)
    • (2006) IEEE Transactions on Evolutionary Computation , vol.10 , Issue.5 , pp. 477-506
    • Huband, S.1    Hingston, P.2    Barone, L.3    While, L.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.