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Volumn 32, Issue 4, 2005, Pages 773-792

Three new metrics to measure the convergence of metaheuristics towards the Pareto frontier and the aesthetic of a set of solutions in biobjective optimization

Author keywords

Biobjective optimization; Metaheuristics; Multiobjective optimization; Performance measure

Indexed keywords

EVOLUTIONARY ALGORITHMS; HEURISTIC METHODS; MATRIX ALGEBRA; OPTIMIZATION; PROBLEM SOLVING;

EID: 5644239895     PISSN: 03050548     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.cor.2003.08.017     Document Type: Article
Times cited : (50)

References (11)
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    • Van Veldhuizen DA. 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, OH, USA, May 1999.
    • (1999) Multiobjective Evolutionary Algorithms: Classifications, Analyses, and New Innovations
    • Van Veldhuizen, D.A.1
  • 6
    • 2642563977 scopus 로고    scopus 로고
    • A systematic comparison of performances of various multiple objective metaheuristics using a common set of analytical test functions
    • Collette Y., Siarry P., Wong H.-.I. A systematic comparison of performances of various multiple objective metaheuristics using a common set of analytical test functions. Foundations of Computing and Decision Sciences. 25:2000;249-271.
    • (2000) Foundations of Computing and Decision Sciences , vol.25 , pp. 249-271
    • Collette, Y.1    Siarry, P.2    Wong, H.-I.3
  • 7
    • 0005885543 scopus 로고    scopus 로고
    • Comparison of multiobjective evolutionary algorithms: Empirical results
    • Computer Engineering and Networks Laboratory, Swiss Federal Institute of Technology, Gloriastrasse 35, CH-8092, Zurich, Switzlerland, December
    • Zitzler E, Deb K, Thiele L. Comparison of multiobjective evolutionary algorithms: empirical results. Technical Report, Computer Engineering and Networks Laboratory, Swiss Federal Institute of Technology, Gloriastrasse 35, CH-8092, Zurich, Switzlerland, December 1999.
    • (1999) Technical Report
    • Zitzler, E.1    Deb, K.2    Thiele, L.3
  • 8
    • 0033747329 scopus 로고    scopus 로고
    • Ability of objective functions to generate points on non-convex Pareto frontiers
    • Messac A., Sundararaj G.J., Tappeta R.V., Renaud J.E. Ability of objective functions to generate points on non-convex Pareto frontiers. AIAA Journal. 38(6):2000;1084-1091.
    • (2000) AIAA Journal , vol.38 , Issue.6 , pp. 1084-1091
    • Messac, A.1    Sundararaj, G.J.2    Tappeta, R.V.3    Renaud, J.E.4
  • 9
    • 0031212567 scopus 로고    scopus 로고
    • A closer look at drawbacks of minimizing weighted sums of objectives for Pareto set generation in multicriteria optimization problem
    • Das I., Dennis J. A closer look at drawbacks of minimizing weighted sums of objectives for Pareto set generation in multicriteria optimization problem. Structural Optimization. 14(1):1997;63-69.
    • (1997) Structural Optimization , vol.14 , Issue.1 , pp. 63-69
    • Das, I.1    Dennis, J.2
  • 10
    • 24844469495 scopus 로고    scopus 로고
    • Controlled elitist non-dominated sorting genetic algorithms for better convergence
    • KanGAL Report no. 200004
    • Deb K, Goel T. Controlled Elitist non-dominated sorting genetic algorithms for better convergence. Technical Report, KanGAL Report no. 200004, 2000.
    • (2000) Technical Report
    • Deb, K.1    Goel, T.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.