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Volumn 16, Issue 2, 2012, Pages 149-172

A multiobjective evolutionary algorithm that diversifies population by its density

Author keywords

Genetic operators for multiobjective problems; multiobjective evolutionary algorithm; parameter less algorithm; spatial density based population diversification; truly disconnected Pareto set front

Indexed keywords

ARITHMETIC CROSSOVER; BINARY SPACE PARTITIONING TREES; CONTROL PARAMETERS; FAST SOLUTIONS; GENETIC OPERATORS; MULTI OBJECTIVE; MULTI OBJECTIVE EVOLUTIONARY ALGORITHMS; MULTI-OBJECTIVE PROBLEM; PARAMETER SETTING; PARETO OPTIMAL SOLUTIONS; PARETO SET; PARETO-OPTIMAL SETS; SPATIAL DENSITIES; TEST PROBLEM; TEST SETS;

EID: 84859713767     PISSN: 1089778X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TEVC.2010.2098411     Document Type: Article
Times cited : (55)

References (26)
  • 2
    • 0036530772 scopus 로고    scopus 로고
    • A fast and elitist multiobjective genetic algorithm: NSGA-II
    • DOI 10.1109/4235.996017, PII S1089778X02041012
    • K. Deb, S. Agrawal, A. Pratap, 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. (Pubitemid 34555372)
    • (2002) IEEE Transactions on Evolutionary Computation , vol.6 , Issue.2 , pp. 182-197
    • Deb, K.1    Pratap, A.2    Agarwal, S.3    Meyarivan, T.4
  • 3
    • 33750254013 scopus 로고    scopus 로고
    • An extension of generalized differential evolution for multiobjective optimization with constraints
    • Berlin, Germany: Springer
    • S. Kukkonen and J. Lampinen, "An extension of generalized differential evolution for multiobjective optimization with constraints," in Lecture Notes in Computer Science, vol. 3242. Berlin, Germany: Springer, 2001, pp. 752-761.
    • (2001) Lecture Notes in Computer Science , vol.3242 , pp. 752-761
    • Kukkonen, S.1    Lampinen, J.2
  • 5
    • 20344404492 scopus 로고    scopus 로고
    • Multiobjective differential evolution (MODE) for optimization of adiabatic styrene reactor
    • B. V. Babu, P. G. Chakole, and J. H. Syed Mubeen, "Multiobjective differential evolution (MODE) for optimization of adiabatic styrene reactor," Chem. Eng. Sci., vol. 60, no. 17, pp. 4822-4837, 2005.
    • (2005) Chem. Eng. Sci. , vol.60 , Issue.17 , pp. 4822-4837
    • Babu, B.V.1    Chakole, P.G.2    Syed Mubeen, J.H.3
  • 7
    • 70450078115 scopus 로고    scopus 로고
    • A clustering multiobjective evolutionary algorithm based on orthogonal and uniform design
    • Jul
    • Y. Wang, C. Dang, H. Li, L. Han, and J. Wei, "A clustering multiobjective evolutionary algorithm based on orthogonal and uniform design," in Proc. IEEE Congr. Evol. Comput., Jul. 2009, pp. 2927-2933.
    • (2009) Proc. IEEE Congr. Evol. Comput. , pp. 2927-2933
    • Wang, Y.1    Dang, C.2    Li, H.3    Han, L.4    Wei, J.5
  • 8
    • 34548108555 scopus 로고    scopus 로고
    • MOEA/D: A multiobjective evolutionary algorithm based on decomposition
    • DOI 10.1109/TEVC.2007.892759
    • Q. Zhang and H. Li, "MOEA/D: A multiobjective evolutionary algorithm based on decomposition," IEEE Trans. Evol. Comput., vol. 11, no. 6, pp. 712-731, Dec. 2007. (Pubitemid 350187486)
    • (2007) IEEE Transactions on Evolutionary Computation , vol.11 , Issue.6 , pp. 712-731
    • Zhang, Q.1    Li, H.2
  • 9
    • 70449983836 scopus 로고    scopus 로고
    • Performance assessment of DMOEA-DD with CEC 2009 MOEA competition test instances
    • May
    • M. Liu, X. Zou, Y. Chen, and Z. Wu, "Performance assessment of DMOEA-DD with CEC 2009 MOEA competition test instances," in Proc. IEEE Congr. Evol. Comput., May 2009, pp. 2913-2918.
    • (2009) Proc. IEEE Congr. Evol. Comput. , pp. 2913-2918
    • Liu, M.1    Zou, X.2    Chen, Y.3    Wu, Z.4
  • 10
    • 70450015203 scopus 로고    scopus 로고
    • The multiobjective evolutionary algorithm based on determined weight and sub-regional search
    • May
    • H. Liu and X. Li, "The multiobjective evolutionary algorithm based on determined weight and sub-regional search," in Proc. IEEE Congr. Evol. Comput., May 2009, pp. 1928-1934.
    • (2009) Proc. IEEE Congr. Evol. Comput. , pp. 1928-1934
    • Liu, H.1    Li, X.2
  • 11
    • 70449824001 scopus 로고    scopus 로고
    • Multiobjective evolutionary programming without non-domination sorting is up to twenty times faster
    • May
    • B. Y. Qu and P. N. Suganthan, "Multiobjective evolutionary programming without non-domination sorting is up to twenty times faster," in Proc. IEEE Congr. Evol. Comput., May 2009, pp. 2934-2939.
    • (2009) Proc. IEEE Congr. Evol. Comput. , pp. 2934-2939
    • Qu, B.Y.1    Suganthan, P.N.2
  • 12
    • 70450032856 scopus 로고    scopus 로고
    • Multiple trajectory search for unconstrained/constrained multiobjective optimization
    • Jul
    • L.-Y. Tseng and C. Chen, "Multiple trajectory search for unconstrained/constrained multiobjective optimization," in Proc. IEEE Congr. Evol. Comput., Jul. 2009, pp. 1951-1958.
    • (2009) Proc. IEEE Congr. Evol. Comput. , pp. 1951-1958
    • Tseng, L.-Y.1    Chen, C.2
  • 13
    • 84944892396 scopus 로고    scopus 로고
    • A memetic pareto evolutionary approach to artificial neural networks
    • AI 2001: Advances in Artificial Intelligence
    • H. A. Abbass, "A memetic Pareto evolutionary approach to artificial neural networks," in Lecture Notes in Computer Science, vol. 2256. Heidelberg, Germany: Springer, 2001, pp. 1-12. (Pubitemid 33374357)
    • (2001) Lecture Notes in Computer Science , Issue.2256 , pp. 1-12
    • Abbass, H.A.1
  • 14
    • 0034199979 scopus 로고    scopus 로고
    • Comparison of multiobjective evolutionary algorithms: Empirical results
    • Jun
    • E. Zitzler, K. Deb, and L. Thiele, "Comparison of multiobjective evolutionary algorithms: Empirical results," Evol. Comput., vol. 8, no. 2, pp. 173-195, Jun. 2000.
    • (2000) Evol. Comput. , vol.8 , Issue.2 , pp. 173-195
    • Zitzler, E.1    Deb, K.2    Thiele, L.3
  • 16
    • 70449915988 scopus 로고    scopus 로고
    • Multiobjective optimization test instances for the CEC 2009 special session and competition
    • Univ. Essex, Essex, U.K., Nanyang Technol. Univ., Singapore
    • Q. Zhang, A. Zhou, S. Zhao, P. N. Suganthan, W. Liu, and S. Tiwari, "Multiobjective optimization test instances for the CEC 2009 special session and competition," Univ. Essex, Essex, U.K., Nanyang Technol. Univ., Singapore, Tech. Rep. CES-487, 2008.
    • (2008) Tech. Rep. CES-487
    • Zhang, Q.1    Zhou, A.2    Zhao, S.3    Suganthan, P.N.4    Liu, W.5    Tiwari, S.6
  • 18
    • 70449794467 scopus 로고    scopus 로고
    • Performance assessment of the hybrid archive-based micro genetic algorithm (AMGA) on the CEC09 test problems
    • May
    • S. Tiwari, G. Fadel, P. Koch, and K. Deb, "Performance assessment of the hybrid archive-based micro genetic algorithm (AMGA) on the CEC09 test problems," in Proc. IEEE Congr. Evol. Comput., May 2009, pp. 1935-1942.
    • (2009) Proc. IEEE Congr. Evol. Comput. , pp. 1935-1942
    • Tiwari, S.1    Fadel, G.2    Koch, P.3    Deb, K.4
  • 19
    • 70449921244 scopus 로고    scopus 로고
    • Differential evolution with self-adaptation and local search for constrained multiobjective optimization
    • May
    • A. Zamuda, J. Brest, B. Böskovíc, and V. Žumer, "Differential evolution with self-adaptation and local search for constrained multiobjective optimization," in Proc. IEEE Congr. Evol. Comput., May 2009, pp. 195-202.
    • (2009) Proc. IEEE Congr. Evol. Comput. , pp. 195-202
    • Zamuda, A.1    Brest, B.2    Böskovíc, J.3    Žumer, V.4
  • 20
    • 70449869158 scopus 로고    scopus 로고
    • The performance of a new version of MOEA/D on CEC09 unconstrained MOP test instances
    • May
    • Q. Zhang, W. Li, and H. Li, "The performance of a new version of MOEA/D on CEC09 unconstrained MOP test instances," in Proc. IEEE Congr. Evol. Comput., May 2009, pp. 203-208.
    • (2009) Proc. IEEE Congr. Evol. Comput. , pp. 203-208
    • Zhang, Q.1    Li, W.2    Li, H.3
  • 21
    • 70449920997 scopus 로고    scopus 로고
    • Enhancing MOEA/D with guided mutation and priority update for multiobjective optimization
    • May
    • C.-M. Chen, Y.-P. Chen, and Q. Zhang, "Enhancing MOEA/D with guided mutation and priority update for multiobjective optimization," in Proc. IEEE Congr. Evol. Comput., May 2009, pp. 209-216.
    • (2009) Proc. IEEE Congr. Evol. Comput. , pp. 209-216
    • Chen, C.-M.1    Chen, Y.-P.2    Zhang, Q.3
  • 22
    • 79955310132 scopus 로고    scopus 로고
    • Multiobjective optimization based on self-adaptive differential evolution algorithm
    • Sep
    • V. L. Huang, A. K. Qin, P. N. Suganthan, and M. F. Tasgetiren, "Multiobjective optimization based on self-adaptive differential evolution algorithm," in Proc. IEEE Congr. Evol. Comput., Sep. 2007, pp. 3601-3608.
    • (2007) Proc. IEEE Congr. Evol. Comput. , pp. 3601-3608
    • Huang, V.L.1    Qin, A.K.2    Suganthan, P.N.3    Tasgetiren, M.F.4
  • 23
    • 0004140075 scopus 로고    scopus 로고
    • SPEA2: Improving the strength Pareto evolutionary algorithm
    • Zurich, Switzerland, TIK-Rep.
    • E. Zitzler, M. Laumanns, and L. Thiele, "SPEA2: Improving the strength Pareto evolutionary algorithm," Swiss Federal Instit. Technol. (ETH), Zurich, Switzerland, TIK-Rep. 103, 1999.
    • (1999) Swiss Federal Instit. Technol. (ETH) , vol.103
    • Zitzler, E.1    Laumanns, M.2    Thiele, L.3
  • 25
    • 84859732987 scopus 로고    scopus 로고
    • K. Deb. Aug. 18
    • K. Deb. (2003, Aug. 18). NSGA-II in C [Online]. Available: http://www.iitk.ac.in/kangal/codes.shtml
    • (2003) NSGA-II in C [Online]


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.