메뉴 건너뛰기




Volumn 4403 LNCS, Issue , 2007, Pages 171-185

Steady-state selection and efficient covariance matrix update in the multi-objective CMA-ES

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL EFFICIENCY; COVARIANCE MATRIX; MULTIOBJECTIVE OPTIMIZATION; PROBLEM SOLVING;

EID: 37249086187     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-70928-2_16     Document Type: Conference Paper
Times cited : (44)

References (23)
  • 2
    • 0003636650 scopus 로고
    • Evolution and Optimum Seeking
    • Sixth-Generation Computer Technology, John Wiley & Sons
    • Schwefel, H.P.: Evolution and Optimum Seeking. Sixth-Generation Computer Technology Series. John Wiley & Sons (1995)
    • (1995) Series
    • Schwefel, H.P.1
  • 3
    • 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 (2001) 159-195
    • (2001) Evolutionary Computation , vol.9 , pp. 159-195
    • Hansen, N.1    Ostermeier, A.2
  • 4
    • 4344707250 scopus 로고    scopus 로고
    • Learning probability distributions in continuous evolutionary algorithms - A comparative review
    • Kern, S., Müller, S., Hansen, N., Bûche, D., Ocenasek, J., Koumoutsakos, P.: Learning probability distributions in continuous evolutionary algorithms - A comparative review. Natural Computing 3 (2004) 77-112
    • (2004) Natural Computing , vol.3 , pp. 77-112
    • Kern, S.1    Müller, S.2    Hansen, N.3    Bûche, D.4    Ocenasek, J.5    Koumoutsakos, P.6
  • 5
    • 37249081379 scopus 로고    scopus 로고
    • Covariance matrix adaptation for multi-objective optimization
    • Accepted
    • Igel, C., Hansen, N., Roth, S.: Covariance matrix adaptation for multi-objective optimization. Evolutionary Computation (2006) Accepted.
    • (2006) Evolutionary Computation
    • Igel, C.1    Hansen, N.2    Roth, S.3
  • 7
    • 24344489452 scopus 로고    scopus 로고
    • An EMO algorithm using the hypervolume measure as selection criterion
    • Coello Coello, C.A, Zitzler, E, Hernandez Aguirre, A, eds, Third International Conference on Evolutionary Multi-Criterion Optimization EMO, of, Springer-Verlag
    • Emmerich, M., Beume, N., Naujoks, B.: An EMO algorithm using the hypervolume measure as selection criterion. In Coello Coello, C.A., Zitzler, E., Hernandez Aguirre, A., eds.: Third International Conference on Evolutionary Multi-Criterion Optimization (EMO 2005). Volume 3410 of LNCS., Springer-Verlag (2005) 62-76
    • (2005) LNCS , vol.3410 , pp. 62-76
    • Emmerich, M.1    Beume, N.2    Naujoks, B.3
  • 10
    • 0042879997 scopus 로고    scopus 로고
    • Reducing the time complexity of the derandomized evolution strategy with covariance matrix adaptation (CMA-ES)
    • Hansen, N., Müller, S.D., Koumoutsakos, P.: Reducing the time complexity of the derandomized evolution strategy with covariance matrix adaptation (CMA-ES). Evolutionary Computation 11 (2003) 1-18
    • (2003) Evolutionary Computation , vol.11 , pp. 1-18
    • Hansen, N.1    Müller, S.D.2    Koumoutsakos, P.3
  • 13
    • 84878545782 scopus 로고    scopus 로고
    • Multiobjective optimization using evolutionary algorithms - a comparative case study
    • Eiben, A.E, Back, T, Schoenauer, M, Schwefel, H.P, eds, PPSN-V, Springer-Verlag
    • Zitzler, E., Thiele, L.: Multiobjective optimization using evolutionary algorithms - a comparative case study. In Eiben, A.E., Back, T., Schoenauer, M., Schwefel, H.P., eds.: Fifth International Conference on Parallel Problem Solving from Nature (PPSN-V), Springer-Verlag (1998) 292-301
    • (1998) Fifth International Conference on Parallel Problem Solving from Nature , pp. 292-301
    • Zitzler, E.1    Thiele, L.2
  • 14
    • 0003389370 scopus 로고
    • The GENITOR algorithm and selection pressure: Why rank -based allocation of reproductive trials is best
    • Schaffer, J.D, ed, Morgan Kaufmann Publishers
    • Whitley, L.D.: The GENITOR algorithm and selection pressure: Why rank -based allocation of reproductive trials is best. In Schaffer, J.D., ed.: Proceedings of the Third International Conference on Genetic Algorithms (ICGA'89), Morgan Kaufmann Publishers (1989) 116-121
    • (1989) Proceedings of the Third International Conference on Genetic Algorithms (ICGA'89) , pp. 116-121
    • Whitley, L.D.1
  • 16
    • 22944438731 scopus 로고    scopus 로고
    • Solving rotated multi-objective optimization problems using differential evolution
    • Webb, G.I, Yu, X, eds, Proceeding of the 17th Joint Australian Conference on Artificial Intelligence. of, Spriner-Verlag
    • Iorio, A., Li, X.: Solving rotated multi-objective optimization problems using differential evolution. In Webb, G.I., Yu, X., eds.: Proceeding of the 17th Joint Australian Conference on Artificial Intelligence. Volume 3339 of LNCS., Spriner-Verlag (2005) 861-872
    • (2005) LNCS , vol.3339 , pp. 861-872
    • Iorio, A.1    Li, X.2
  • 17
    • 37249083798 scopus 로고    scopus 로고
    • A tutorial on the performance assessment of stochastic multiobjective optimizers
    • Computer Engineering and Networks Laboratory (TIK, Swiss Federal Institute of Technology (ETH) Zurich
    • Knowles, J., Thiele, L., Zitzler, E.: A tutorial on the performance assessment of stochastic multiobjective optimizers. TIK-Report 214, Computer Engineering and Networks Laboratory (TIK), Swiss Federal Institute of Technology (ETH) Zurich (2005)
    • (2005) TIK-Report , vol.214
    • Knowles, J.1    Thiele, L.2    Zitzler, E.3
  • 19
    • 35248851504 scopus 로고    scopus 로고
    • Bleuler, S., Laumanns, M., Thiele, L., Zitzler, E.: PISA - A platform and programming language independent interface for search algorithms. In Fonseca, C.M., Fleming, P.J., Zitzler, E., Deb, K., Thiele, L., eds.: Evolutionary Multi-Criterion Optimization (EMO 2003). 2632 of LNCS., Springer-Verlag (2003) 494 508
    • Bleuler, S., Laumanns, M., Thiele, L., Zitzler, E.: PISA - A platform and programming language independent interface for search algorithms. In Fonseca, C.M., Fleming, P.J., Zitzler, E., Deb, K., Thiele, L., eds.: Evolutionary Multi-Criterion Optimization (EMO 2003). Volume 2632 of LNCS., Springer-Verlag (2003) 494 508
  • 21
    • 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 (2000) 173-195
    • (2000) Evolutionary Computation , vol.8 , pp. 173-195
    • Zitzler, E.1    Deb, K.2    Thiele, L.3
  • 23
    • 33750269387 scopus 로고    scopus 로고
    • Rotated test problems for assessing the performance of multiobjective optimization algorithms
    • ACM Press
    • Iorio, A.W., Li, X.: Rotated test problems for assessing the performance of multiobjective optimization algorithms. In: Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2006), ACM Press (2006) 683-690
    • (2006) Proceedings of the Genetic and Evolutionary Computation Conference (GECCO , pp. 683-690
    • Iorio, A.W.1    Li, X.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.