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Volumn 7811 LNCS, Issue , 2013, Pages 96-110

Do hypervolume regressions hinder EMOA performance? Surprise and relief

Author keywords

EMO; hypervolume decreases; numerical instabilities; reference point handling

Indexed keywords

ALGORITHMIC VARIANTS; DOMINATED HYPERVOLUME; EMO; HANDLING TECHNIQUE; HYPERVOLUME; HYPERVOLUME DECREASE; NUMERICAL INSTABILITY; REFERENCE POINTS;

EID: 84875483248     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-37140-0_11     Document Type: Conference Paper
Times cited : (3)

References (12)
  • 1
    • 79951564654 scopus 로고    scopus 로고
    • HypE: An Algorithm for Fast Hypervolume-Based Many-Objective Optimization
    • Bader, J., Zitzler, E.: HypE: An Algorithm for Fast Hypervolume-Based Many-Objective Optimization. Evolutionary Computation 19(1), 45-76 (2011)
    • (2011) Evolutionary Computation , vol.19 , Issue.1 , pp. 45-76
    • Bader, J.1    Zitzler, E.2
  • 2
    • 33947669974 scopus 로고    scopus 로고
    • SMS-EMOA: Multiobjective selection based on dominated hypervolume
    • Beume, N., Naujoks, B., Emmerich, M.: SMS-EMOA: Multiobjective selection based on dominated hypervolume. European Journal of Operational Research 181(3), 1653-1669 (2007)
    • (2007) European Journal of Operational Research , vol.181 , Issue.3 , pp. 1653-1669
    • Beume, N.1    Naujoks, B.2    Emmerich, M.3
  • 6
    • 34248143032 scopus 로고    scopus 로고
    • Covariance Matrix Adaptation for Multi-objective Optimization
    • Igel, C., Hansen, N., Roth, S.: Covariance Matrix Adaptation for Multi-objective Optimization. Evolutionary Computation 15(1), 1-28 (2007)
    • (2007) Evolutionary Computation , vol.15 , Issue.1 , pp. 1-28
    • Igel, C.1    Hansen, N.2    Roth, S.3
  • 7
    • 84867880261 scopus 로고    scopus 로고
    • Non-monotonicity of Obtained Hypervolume in 1-greedy S-Metric Selection
    • maanvs03.gm.fh-koeln.de/webpub/CIOPReports.d/Judt (accepted for publication, preprint)
    • Judt, L., Mersmann, O., Naujoks, B.: Non-monotonicity of Obtained Hypervolume in 1-greedy S-Metric Selection. Journal of Multi-Criteria Decision Analysis (2011), maanvs03.gm.fh-koeln.de/webpub/CIOPReports.d/Judt11a.d/ (accepted for publication, preprint)
    • (2011) Journal of Multi-Criteria Decision Analysis
    • Judt, L.1    Mersmann, O.2    Naujoks, B.3
  • 8
    • 84867849867 scopus 로고    scopus 로고
    • Effect of SMS-EMOA Parameterizations on Hypervolume Decreases
    • Hamadi, Y., Schoenauer, M. (eds.) LION 6. Springer, Heidelberg
    • Judt, L., Mersmann, O., Naujoks, B.: Effect of SMS-EMOA Parameterizations on Hypervolume Decreases. In: Hamadi, Y., Schoenauer, M. (eds.) LION 6. LNCS, vol. 7219, pp. 419-424. Springer, Heidelberg (2012)
    • (2012) LNCS , vol.7219 , pp. 419-424
    • Judt, L.1    Mersmann, O.2    Naujoks, B.3
  • 10
    • 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
  • 11
    • 84878545782 scopus 로고    scopus 로고
    • Multiobjective Optimization Using Evolutionary Algorithms -A Comparative Case Study
    • Eiben, A.E., Bäck, T., Schoenauer, M., Schwefel, H.-P. (eds.) PPSN V. Springer, Heidelberg
    • Zitzler, E., Thiele, L.: Multiobjective Optimization Using Evolutionary Algorithms -A Comparative Case Study. In: Eiben, A.E., Bäck, T., Schoenauer, M., Schwefel, H.-P. (eds.) PPSN V. LNCS, vol. 1498, pp. 292-301. Springer, Heidelberg (1998)
    • (1998) LNCS , vol.1498 , pp. 292-301
    • Zitzler, E.1    Thiele, L.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.