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Volumn 11, Issue 1, 2007, Pages 17-45

An investigation on preference order ranking scheme for multiobjective evolutionary optimization

Author keywords

Fitness assignment; Multiobjective; Ranking procedure; Selective pressure

Indexed keywords

MULTIOBJECTIVE OPTIMIZATION; OPTIMAL SYSTEMS; PARETO PRINCIPLE;

EID: 33947224691     PISSN: 1089778X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TEVC.2006.876362     Document Type: Article
Times cited : (280)

References (31)
  • 2
    • 84947923627 scopus 로고    scopus 로고
    • "The Pareto envelope-based selection algorithm for multiobjective optimization"
    • in Lecture Notes in Computer Science M. Schoenauer, K. Deb, G. Rudolph, X. Yao, E. Lutton, J. J. Merelo, and H. P. Schwefel, Eds. Berlin, Germany: Springer-Verlag
    • D. W. Corne, J. D. Knowles, and M. J. Oates, "The Pareto envelope-based selection algorithm for multiobjective optimization," in Lecture Notes in Computer Science, M. Schoenauer, K. Deb, G. Rudolph, X. Yao, E. Lutton, J. J. Merelo, and H. P. Schwefel, Eds. Berlin, Germany: Springer-Verlag, 2000, vol. 1917, Proc. Parallel Problem Solving from Nature VI Conf., pp. 839-848.
    • (2000) Proc. Parallel Problem Solving from Nature VI Conf. , vol.1917 , pp. 839-848
    • Corne, D.W.1    Knowles, J.D.2    Oates, M.J.3
  • 3
    • 0033169395 scopus 로고    scopus 로고
    • "A preference ordering among various Pareto optimal alternatives"
    • I. Das, "A preference ordering among various Pareto optimal alternatives," Structural Optim., vol. 18, no. 1, pp. 30-35, 1999.
    • (1999) Structural Optim. , vol.18 , Issue.1 , pp. 30-35
    • Das, I.1
  • 4
    • 0032348480 scopus 로고    scopus 로고
    • "Normal boundary intersection: A new method for generating the Pareto surface in nonlinear multi objective optimization problems"
    • I. Das and J. E. Dennis, "Normal boundary intersection: A new method for generating the Pareto surface in nonlinear multi objective optimization problems," SIAM J. Optim., vol. 8, no. 3, pp. 631-657, 1998.
    • (1998) SIAM J. Optim. , vol.8 , Issue.3 , pp. 631-657
    • Das, I.1    Dennis, J.E.2
  • 5
    • 0003871635 scopus 로고
    • "An analysis of the behavior of a class of genetic adaptive systems"
    • Ph.D. dissertation, Univ. Michigan, Ann Arbor, MI
    • A. K. de Jong, "An analysis of the behavior of a class of genetic adaptive systems," Ph.D. dissertation, Univ. Michigan, Ann Arbor, MI, 1975.
    • (1975)
    • de Jong, A.K.1
  • 7
    • 0036530772 scopus 로고    scopus 로고
    • "A fast and elitist multiobjective genetic algorithm: NSGA-II"
    • Apr
    • K. Deb, A. Pratap, S. Agarwal, and T. Meyarivan, "A fast and elitist multiobjective genetic algorithm: NSGA-II," IEEE Trans. Evol. Comput., vol. 6, no. 2, pp. 182-197, Apr. 2002.
    • (2002) IEEE Trans. Evol. Comput. , vol.6 , Issue.2 , pp. 182-197
    • Deb, K.1    Pratap, A.2    Agarwal, S.3    Meyarivan, T.4
  • 8
    • 0004095338 scopus 로고    scopus 로고
    • A fast elitist non-dominated sorting genetic algorithm for multiobjective optimization: NSGA-II
    • Kanpur Genetic Algorithm Laboratory (KanGAL), Tech. Rep. 200001
    • K. Deb, S. Agrawal, A. Pratap, and T. Meyarivan, A fast elitist non-dominated sorting genetic algorithm for multiobjective optimization: NSGA-II, Kanpur Genetic Algorithm Laboratory (KanGAL), Tech. Rep. 200001, 2000.
    • (2000)
    • Deb, K.1    Agrawal, S.2    Pratap, A.3    Meyarivan, T.4
  • 9
    • 24344510174 scopus 로고    scopus 로고
    • "Running performance metrics for multi-objective optimization"
    • in Orchid Country Club, Nanyang Technical Univ., Singapore
    • K. Deb and S. Jain, "Running performance metrics for multi-objective optimization," in Proc. 4th Asia-Pacific Conf. Simulated Evol. Learning, 2002, vol. 1, pp. 13-20, Orchid Country Club, Nanyang Technical Univ., Singapore.
    • (2002) Proc. 4th Asia-Pacific Conf. Simulated Evol. Learning , vol.1 , pp. 13-20
    • Deb, K.1    Jain, S.2
  • 12
    • 2442507741 scopus 로고    scopus 로고
    • "A Fuzzy definition of optimality for many-criteria optimization problems"
    • May
    • M. Farina and P. Amato, "A Fuzzy definition of optimality for many-criteria optimization problems," IEEE Trans. Syst., Man, Cybern. Part A - Syst. Humans, vol. 34, no. 3, pp. 315-326, May 2004.
    • (2004) IEEE Trans. Syst., Man, Cybern. Part A - Syst. Humans , vol.34 , Issue.3 , pp. 315-326
    • Farina, M.1    Amato, P.2
  • 13
    • 0001056121 scopus 로고
    • "Pairwise multiple comparison procedures with unequal N's and/or variances: A Monte Carlo study"
    • P. A. Games and J. F. Howell, "Pairwise multiple comparison procedures with unequal N's and/or variances: A Monte Carlo study," J. Educational Statistics, vol. 1, pp. 113-125, 1976.
    • (1976) J. Educational Statistics , vol.1 , pp. 113-125
    • Games, P.A.1    Howell, J.F.2
  • 18
    • 35248887077 scopus 로고    scopus 로고
    • "Performance scaling of multi-objective evolutionary algorithms"
    • V. Khare, X. Yao, and K. Deb, "Performance scaling of multi-objective evolutionary algorithms," in Proc. 2nd Int. Conf. Evol. Multi-Criterion Optim., 2003, vol. 2632, pp. 376-390.
    • (2003) Proc. 2nd Int. Conf. Evol. Multi-Criterion Optim. , vol.2632 , pp. 376-390
    • Khare, V.1    Yao, X.2    Deb, K.3
  • 19
    • 17844379254 scopus 로고    scopus 로고
    • "Multi-objective calibration with Pareto preference ordering: An application to rainfall-runoff model calibration"
    • doi:10.1029/2004WR003041
    • S. T. Khu and H. Madsen, "Multi-objective calibration with Pareto preference ordering: An application to rainfall-runoff model calibration," Water Resources Research, vol. 41, no. 3, 2005, doi:10.1029/2004WR003041.
    • (2005) Water Resources Research , vol.41 , Issue.3
    • Khu, S.T.1    Madsen, H.2
  • 20
    • 84901404865 scopus 로고    scopus 로고
    • "The Pareto archived evolution strategy: A new baseline algorithm for Pareto multiobjective optimization"
    • J. Knowles and D. Corne, "The Pareto archived evolution strategy: A new baseline algorithm for Pareto multiobjective optimization," in Proc. Congr. Evol. Comput., 1999, vol. 1, pp. 98-105.
    • (1999) Proc. Congr. Evol. Comput. , vol.1 , pp. 98-105
    • Knowles, J.1    Corne, D.2
  • 21
    • 24344466415 scopus 로고    scopus 로고
    • "The value of online adaptive search: A performance comparison of NSGA-II, ε-NSGAII, and ε MOEA"
    • in Lecture Notes in Computer Science, C. C. Coello, A. H. Aguire, and E. Zitzler, Eds. Berlin, Germany: Springer-Verlag
    • B. J. Kollat, Y. Tang, and P. M. Reed, "The value of online adaptive search: A performance comparison of NSGA-II, ε-NSGAII, and ε MOEA," in Lecture Notes in Computer Science, C. C. Coello, A. H. Aguire, and E. Zitzler, Eds. Berlin, Germany: Springer-Verlag, vol. 3410, Proc. 3rd Int. Conf. Evol. Multi-Criterion Optim., pp. 386-398.
    • Proc. 3rd Int. Conf. Evol. Multi-Criterion Optim. , vol.3410 , pp. 386-398
    • Kollat, B.J.1    Tang, Y.2    Reed, P.M.3
  • 22
    • 24944583824 scopus 로고    scopus 로고
    • "Analysis and applications of evolutionary multiobjective optimization algorithms"
    • Ph.D. dissertation, Swiss Federal Institute of Technology, Zurich
    • M. Laumanns, "Analysis and applications of evolutionary multiobjective optimization algorithms," Ph.D. dissertation, Swiss Federal Institute of Technology, Zurich, 2003.
    • (2003)
    • Laumanns, M.1
  • 23
    • 32444451441 scopus 로고    scopus 로고
    • "Understanding cooperative co-evolutionary dynamics via simple fitness landscapes"
    • E. Popovici and A. K. de Jong, "Understanding cooperative co-evolutionary dynamics via simple fitness landscapes," in Proc. GECCO, 2005, pp. 507-514.
    • (2005) Proc. GECCO , pp. 507-514
    • Popovici, E.1    de Jong, A.K.2
  • 24
    • 24344470016 scopus 로고    scopus 로고
    • "On the evolutionary optimization of many objectives"
    • Ph.D. dissertation, Dept. Autom. Control Syst. Eng., Univ. Sheffield, Sheffield, U.K
    • R. C. Purshouse, "On the evolutionary optimization of many objectives," Ph.D. dissertation, Dept. Autom. Control Syst. Eng., Univ. Sheffield, Sheffield, U.K., 2003.
    • (2003)
    • Purshouse, R.C.1
  • 25
    • 75649099772 scopus 로고    scopus 로고
    • "The Practitioner's role in competent search and optimization using genetic algorithms"
    • in D. Phelps and G. Sehlke, Eds. Washington, DC: American Society of Civil Engineers
    • P. Reed, B. Minsker, and D. E. Goldberg, "The Practitioner's role in competent search and optimization using genetic algorithms," in Bridging the Gap: Meeting the World's Water and Environmental Resources Challenges, D. Phelps and G. Sehlke, Eds. Washington, DC: American Society of Civil Engineers, 2001.
    • (2001) Bridging the Gap: Meeting the World's Water and Environmental Resources Challenges
    • Reed, P.1    Minsker, B.2    Goldberg, D.E.3
  • 26
    • 17044458684 scopus 로고    scopus 로고
    • "Simplifying multiobjective optimization: An automated design methodology for the nondominated sorted genetic algorithm-II"
    • doi:10.1029/2002WR001483
    • P. Reed, B. Minsker, and D. E. Goldberg, "Simplifying multiobjective optimization: An automated design methodology for the nondominated sorted genetic algorithm-II," Water Resources Research, vol. 39, no. 7, 2003, doi:10.1029/2002WR001483.
    • (2003) Water Resources Research , vol.39 , Issue.7
    • Reed, P.1    Minsker, B.2    Goldberg, D.E.3
  • 27
    • 0000852513 scopus 로고
    • "Multiobjective optimization using nondominated sorting in genetic algorithms"
    • N. Srinivas and K. Deb, "Multiobjective optimization using nondominated sorting in genetic algorithms," Evol. Comput., vol. 2, no. 3, pp. 221-248, 1995.
    • (1995) Evol. Comput. , vol.2 , Issue.3 , pp. 221-248
    • Srinivas, N.1    Deb, K.2
  • 28
    • 33947280004 scopus 로고    scopus 로고
    • "GHtest: Games-Howell's approximate test of equality of means from normal population when variances are heterogeneous"
    • A. Trujillo-Ortiz and R. Hernandez-Walls, "GHtest: Games-Howell's approximate test of equality of means from normal population when variances are heterogeneous," Mathworks, Matlab File Exchange, 2003.
    • (2003) Mathworks, Matlab File Exchange
    • Trujillo-Ortiz, A.1    Hernandez-Walls, R.2
  • 30
    • 0033318858 scopus 로고    scopus 로고
    • "Multiobjective evolutionary algorithms: A comparative case study and the strength pareto approach"
    • E. Zitzler and L. Thiele, "Multiobjective evolutionary algorithms: A comparative case study and the strength pareto approach," IEEE Trans. Evol. Comput., vol. 3, no. 4, pp. 257-271, 1999.
    • (1999) IEEE Trans. Evol. Comput. , vol.3 , Issue.4 , pp. 257-271
    • Zitzler, E.1    Thiele, L.2
  • 31
    • 0034199979 scopus 로고    scopus 로고
    • "Comparison of multiobjective evolutionary algorithms: Empirical results"
    • E. Zitzler, L. Thiele, and K. Deb, "Comparison of multiobjective evolutionary algorithms: Empirical results," Evol. Comput., vol. 8, no. 2, pp. 173-195, 2000.
    • (2000) Evol. Comput. , vol.8 , Issue.2 , pp. 173-195
    • Zitzler, E.1    Thiele, L.2    Deb, K.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.