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Volumn 40, Issue 6, 2013, Pages 1648-1660

MOEA/D + uniform design: A new version of MOEA/D for optimization problems with many objectives

Author keywords

Decomposition; Many objective problems; Multiobjective optimization; Uniform design; Weight vector

Indexed keywords

COEFFICIENT VECTOR; HIGHER-DIMENSIONAL; MANY-OBJECTIVE PROBLEMS; MULTI OBJECTIVE EVOLUTIONARY ALGORITHMS; OPTIMIZATION PROBLEMS; UNIFORM DESIGN; UNIFORM DESIGN METHOD; WEIGHT VECTOR;

EID: 84875724394     PISSN: 03050548     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.cor.2012.01.001     Document Type: Article
Times cited : (167)

References (37)
  • 4
    • 47749112044 scopus 로고    scopus 로고
    • Multiobjective immune algorithm with nondominated neighbor-based selection
    • M.G. Gong, L.C. Jiao, H.F. Du, and L.F. Bo Multiobjective immune algorithm with nondominated neighbor-based selection Evolutionary Computation 16 2 2008 225 255
    • (2008) Evolutionary Computation , vol.16 , Issue.2 , pp. 225-255
    • Gong, M.G.1    Jiao, L.C.2    Du, H.F.3    Bo, L.F.4
  • 5
    • 40249102027 scopus 로고    scopus 로고
    • RM-MEDA: A regularity model-based multiobjective estimation of distribution algorithm
    • Q.F. Zhang, A.M. Zhou, and Y. Jin RM-MEDA: a regularity model-based multiobjective estimation of distribution algorithm IEEE Transactions on Evolutionary Computation 21 1 2008 41 63
    • (2008) IEEE Transactions on Evolutionary Computation , vol.21 , Issue.1 , pp. 41-63
    • Zhang, Q.F.1    Zhou, A.M.2    Jin, Y.3
  • 6
    • 34548108555 scopus 로고    scopus 로고
    • MOEA/D: A multi-objective evolutionary algorithm based on decomposition
    • Q.F. Zhang, and H. Li MOEA/D: a multi-objective evolutionary algorithm based on decomposition IEEE Transactions on Evolutionary Computation 11 6 2007 712 731
    • (2007) IEEE Transactions on Evolutionary Computation , vol.11 , Issue.6 , pp. 712-731
    • Zhang, Q.F.1    Li, H.2
  • 8
    • 74349111630 scopus 로고    scopus 로고
    • Interactive decision making for multiobjective programming problems with fuzzy domination structures
    • H. Yano Interactive decision making for multiobjective programming problems with fuzzy domination structures International Journal of Innovative Computing, Information and Control 5 12(B) 2009 4867 4875
    • (2009) International Journal of Innovative Computing, Information and Control , vol.5 , Issue.12 B , pp. 4867-4875
    • Yano, H.1
  • 10
    • 0003050299 scopus 로고    scopus 로고
    • The Pareto-envelope based selection algorithm for multi-objective optimization
    • M. Schoenauer, K. Deb, G. Rudolph, X. Yao, E. Lutton, J.J. Merelo, Springer-Verlag Berlin
    • D.W. Corne, J.D. Knowles, and M.J. Oates The Pareto-envelope based selection algorithm for multi-objective optimization M. Schoenauer, K. Deb, G. Rudolph, X. Yao, E. Lutton, J.J. Merelo, Parallel problem solving from nature, PPSN VI. Lecture notes in computer science 2000 Springer-Verlag Berlin 869 878
    • (2000) Parallel Problem Solving from Nature, PPSN VI. Lecture Notes in Computer Science , pp. 869-878
    • Corne, D.W.1    Knowles, J.D.2    Oates, M.J.3
  • 11
    • 67349108023 scopus 로고    scopus 로고
    • Multiobjective optimization problems with complicated pareto sets, MOEA/D and NSGA-II
    • H. Li, and Q.F. Zhang Multiobjective optimization problems with complicated pareto sets, MOEA/D and NSGA-II IEEE Transactions on Evolutionary Computation 12 2 2009 284 302
    • (2009) IEEE Transactions on Evolutionary Computation , vol.12 , Issue.2 , pp. 284-302
    • Li, H.1    Zhang, Q.F.2
  • 12
    • 70449869158 scopus 로고    scopus 로고
    • The performance of a new version of MOEA/D on CEC09 unconstrained MOP test instances
    • School of CS and EE, University of Essex, Colchester, UK
    • Zhang QF, Liu W, Li H. The performance of a new version of MOEA/D on CEC09 unconstrained MOP test instances. Working Report CES-491. School of CS and EE, University of Essex, Colchester, UK; 2009.
    • (2009) Working Report CES-491
    • Zhang, Q.F.1    Liu, W.2    Li, H.3
  • 15
    • 84875754280 scopus 로고
    • The LBS package - A microcomputer implementation of the light beam search method for multiple-objective non-linear mathematical programming
    • Laxenburg, Austria
    • Jaszkiewicz A, Slowinski R. The LBS package - a microcomputer implementation of the light beam search method for multiple-objective non-linear mathematical programming. Working Paper WP-94-07, International Institute for Applied Systems Analysis, Laxenburg, Austria; 1994.
    • (1994) Working Paper WP-94-07, International Institute for Applied Systems Analysis
    • Jaszkiewicz, A.1    Slowinski, R.2
  • 18
    • 27144473875 scopus 로고    scopus 로고
    • Evolutionary many-objective optimisation: Many once or one many
    • Edinburgh, UK
    • Hughes EJ. Evolutionary many-objective optimisation: many once or one many. In: IEEE congress on evolutionary computation (CEC'05), Edinburgh, UK, vol. 1, 2005. p. 222-7.
    • (2005) IEEE Congress on Evolutionary Computation (CEC'05) , vol.1 , pp. 222-227
    • Hughes, E.J.1
  • 19
    • 0003219936 scopus 로고
    • The uniform design: Application of number-theoretic methods in experimental design
    • K.T. Fang The uniform design: application of number-theoretic methods in experimental design Acta Mathematicae Applicatae Sinica 3 1980 363 372
    • (1980) Acta Mathematicae Applicatae Sinica , vol.3 , pp. 363-372
    • Fang, K.T.1
  • 21
    • 1542753866 scopus 로고    scopus 로고
    • Quality improvement in the manufacture of liquid crystal displays using uniform design
    • L.Y. Chan, and M.L. Lo Quality improvement in the manufacture of liquid crystal displays using uniform design International Journal of Materials and Product Technology 20 2004 127 142
    • (2004) International Journal of Materials and Product Technology , vol.20 , pp. 127-142
    • Chan, L.Y.1    Lo, M.L.2
  • 23
    • 0034684047 scopus 로고    scopus 로고
    • The effects of different experimental designs on parameter estimation in the kinetics of a reversible chemical reaction
    • Q.S. Xu, Y.Z. Liang, and K.T. Fang The effects of different experimental designs on parameter estimation in the kinetics of a reversible chemical reaction Chemometrics and Intelligent Laboratory Systems 52 2000 155 166
    • (2000) Chemometrics and Intelligent Laboratory Systems , vol.52 , pp. 155-166
    • Xu, Q.S.1    Liang, Y.Z.2    Fang, K.T.3
  • 26
    • 0000378327 scopus 로고
    • Experiments with mixtures: A review
    • J.A. Cornell Experiments with mixtures: a review Technometrics 15 1973 437 455
    • (1973) Technometrics , vol.15 , pp. 437-455
    • Cornell, J.A.1
  • 30
    • 67649664260 scopus 로고    scopus 로고
    • Uniform designs and their application in industry
    • p. 131-70
    • K.T. Fang, and D.K.J. Lin Uniform designs and their application in industry Handbook of statistics vol. 22 2003 p. 131-70
    • (2003) Handbook of Statistics , vol.22
    • Fang, K.T.1    Lin, D.K.J.2
  • 37
    • 0033318858 scopus 로고    scopus 로고
    • Multiple objective evolutionary algorithms: A comparative case study and the strength Pareto approach
    • E. Zitzler, and L. Thiele Multiple objective evolutionary algorithms: a comparative case study and the strength Pareto approach IEEE Transactions on Evolutionary Computation 3 4 1999 257 271
    • (1999) IEEE Transactions on Evolutionary Computation , vol.3 , Issue.4 , pp. 257-271
    • Zitzler, E.1    Thiele, L.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.