메뉴 건너뛰기




Volumn 14, Issue 5, 2010, Pages 702-722

An interactive territory defining evolutionary algorithm: ITDEA

Author keywords

Evolutionary algorithms; guidance; interactive; multiobjective optimization; preference incorporation

Indexed keywords

DECISION MAKERS; GUIDANCE; INTERACTIVE; MULTI OBJECTIVE EVOLUTIONARY ALGORITHMS; PREFERENCE INCORPORATION; PREFERENCE-BASED; PREFERRED SOLUTIONS; THREE PROBLEMS; UTILITY FUNCTIONS;

EID: 77957580808     PISSN: 1089778X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TEVC.2010.2070070     Document Type: Article
Times cited : (58)

References (41)
  • 1
    • 0034199912 scopus 로고    scopus 로고
    • Approximating the nondominated front using the Pareto archived evolution strategy
    • J. D. Knowles and D. W. Corne, "Approximating the nondominated front using the Pareto archived evolution strategy," Evol. Comput., vol.8, no.2, pp. 149-172, 2000.
    • (2000) Evol. Comput. , vol.8 , Issue.2 , pp. 149-172
    • Knowles, J.D.1    Corne, D.W.2
  • 2
    • 0005871804 scopus 로고    scopus 로고
    • PESA-II: Region-based selection in evolutionary multiobjective optimization
    • D. W. Corne, N. R. Jerram, J. D. Knowles, and M. J. Oates, "PESA-II: Region-based selection in evolutionary multiobjective optimization," in Proc. GECCO, vols. 7-11. 2001, pp. 283-290.
    • (2001) Proc. GECCO , vol.7-11 , pp. 283-290
    • Corne, D.W.1    Jerram, N.R.2    Knowles, J.D.3    Oates, M.J.4
  • 3
    • 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
  • 5
    • 35048846146 scopus 로고    scopus 로고
    • Indicator-based selection in multiobjective search
    • Sep.
    • E. Zitzler and S. K̈unzli, "Indicator-based selection in multiobjective search," in Proc. PPSN VIII, LNCS 3242. Sep. 2004, pp. 832-842.
    • (2004) Proc. PPSN VIII, LNCS 3242 , pp. 832-842
    • Zitzler, E.1    K̈unzli, S.2
  • 6
    • 33745454026 scopus 로고    scopus 로고
    • Evaluating the-domination based multiobjective evolutionary algorithm for a quick computation of Paretooptimal solutions
    • K. Deb, M. Mohan, and S. Mishra, "Evaluating the-domination based multiobjective evolutionary algorithm for a quick computation of Paretooptimal solutions," Evol. Comput., vol.13, no.4, pp. 501-525, 2005.
    • (2005) Evol. Comput. , vol.13 , Issue.4 , pp. 501-525
    • Deb, K.1    Mohan, M.2    Mishra, S.3
  • 7
    • 33947669974 scopus 로고    scopus 로고
    • SMS-EMOA: Multiobjective selection based on dominated hypervolume
    • Sep.
    • N. Beume, B. Naujoks, and M. Emmerich, "SMS-EMOA: Multiobjective selection based on dominated hypervolume," Eur. J. Oper. Res., vol.181, no.3, pp. 1653-1669, Sep. 2007.
    • (2007) Eur. J. Oper. Res. , vol.181 , Issue.3 , pp. 1653-1669
    • Beume, N.1    Naujoks, B.2    Emmerich, M.3
  • 8
    • 77950300538 scopus 로고    scopus 로고
    • A favorable weight based evolutionary algorithm for multiple criteria problems
    • Apr.
    • B. Soylu and M. K?ksalan, "A favorable weight based evolutionary algorithm for multiple criteria problems," IEEE Trans. Evol. Comput., vol.14, no.2, pp. 191-205, Apr. 2010.
    • (2010) IEEE Trans. Evol. Comput. , vol.14 , Issue.2 , pp. 191-205
    • Soylu, B.1    Kksalan, M.2
  • 9
    • 0002629429 scopus 로고
    • An overview of evolutionary algorithms in multiobjective optimization
    • C. M. Fonseca and P. J. Fleming, "An overview of evolutionary algorithms in multiobjective optimization," Evol. Comput., vol.3, no.1, pp. 1-16, 1995.
    • (1995) Evol. Comput. , vol.3 , Issue.1 , pp. 1-16
    • Fonseca, C.M.1    Fleming, P.J.2
  • 10
    • 0029714107 scopus 로고    scopus 로고
    • Multiobjective optimization by genetic algorithms: A review
    • H. Tamaki, H. Kita, and S. Kobayashi, "Multiobjective optimization by genetic algorithms: A review," in Proc. ICEC, 1996, pp. 517-522.
    • (1996) Proc. ICEC , pp. 517-522
    • Tamaki, H.1    Kita, H.2    Kobayashi, S.3
  • 11
    • 79959786566 scopus 로고    scopus 로고
    • An updated survey of evolutionary multiobjective optimization techniques: State of the art and future trends
    • C. A. C. Coello, "An updated survey of evolutionary multiobjective optimization techniques: State of the art and future trends," in Proc. Congr. Evol. Comput., vol.1. 1999, pp. 3-13.
    • (1999) Proc. Congr. Evol. Comput. , vol.1 , pp. 3-13
    • Coello, C.A.C.1
  • 12
    • 0003126776 scopus 로고    scopus 로고
    • Evolutionary algorithms for multi-criterion optimization in engineering design
    • K. Miettinen, M. M. M̈akel̈a, P. Neittaanm̈aki, and J. Periaux, Eds. Chichester, U.K.: Wiley
    • K. Deb, "Evolutionary algorithms for multi-criterion optimization in engineering design," in Evolutionary Algorithms in Engineering Computer Scienec, K. Miettinen, M. M. M̈akel̈a, P. Neittaanm̈aki, and J. Periaux, Eds. Chichester, U.K.: Wiley, 1999, pp. 135-161.
    • (1999) Evolutionary Algorithms in Engineering Computer Scienec , pp. 135-161
    • Deb, K.1
  • 13
    • 0034201456 scopus 로고    scopus 로고
    • Multiobjective evolutionary algorithms: Analyzing the state-of-the-art
    • D. A. V. Veldhuizen and G. B. Lamont, "Multiobjective evolutionary algorithms: Analyzing the state-of-the-art," Evol. Comput., vol.8, no.2, pp. 125-147, 2000.
    • (2000) Evol. Comput. , vol.8 , Issue.2 , pp. 125-147
    • Veldhuizen, D.A.V.1    Lamont, G.B.2
  • 16
    • 0033672413 scopus 로고    scopus 로고
    • Handling preferences in evolutionary multiobjective optimization: A survey
    • C. A. C. Coello, "Handling preferences in evolutionary multiobjective optimization: A survey," in Proc. Congr. Evol. Comput., 2000, pp. 30-37.
    • (2000) Proc. Congr. Evol. Comput. , pp. 30-37
    • Coello, C.A.C.1
  • 17
    • 0036464795 scopus 로고    scopus 로고
    • Preferences and their application in evolutionary multiobjective optimization
    • Feb.
    • D. Cvetkovíc and I. C. Parmee, "Preferences and their application in evolutionary multiobjective optimization," IEEE Trans. Evol. Comput., vol.6, no.1, pp. 42-57, Feb. 2002.
    • (2002) IEEE Trans. Evol. Comput. , vol.6 , Issue.1 , pp. 42-57
    • Cvetkovíc, D.1    Parmee, I.C.2
  • 18
    • 34547325114 scopus 로고    scopus 로고
    • Preference incorporation in multiobjective evolutionary algorithms: A survey
    • L. Rachmawati and D. Srinivasan, "Preference incorporation in multiobjective evolutionary algorithms: A survey," in Proc. IEEE CEC, 2006, pp. 3385-3391.
    • (2006) Proc. IEEE CEC , pp. 3385-3391
    • Rachmawati, L.1    Srinivasan, D.2
  • 19
    • 0031701082 scopus 로고    scopus 로고
    • Multiobjective optimization and multiple constraint handling with evolutionary algorithms-Part I: A unified formulation
    • Jan.
    • C. M. Fonseca and P. J. Fleming, "Multiobjective optimization and multiple constraint handling with evolutionary algorithms-Part I: A unified formulation," IEEE Trans. Syst., Man, Cybern., Part A: Syst. Hum., vol.28, no.1, pp. 26-37, Jan. 1998.
    • (1998) IEEE Trans. Syst., Man, Cybern., Part A: Syst. Hum. , vol.28 , Issue.1 , pp. 26-37
    • Fonseca, C.M.1    Fleming, P.J.2
  • 20
    • 0035370797 scopus 로고    scopus 로고
    • Guidance in evolutionary multiobjective optimization
    • Jun.
    • J. Branke, T. Kau?ler, and H. Schmeck, "Guidance in evolutionary multiobjective optimization," Adv. Eng. Softw., vol.32, no.6, pp. 499-507, Jun. 2001.
    • (2001) Adv. Eng. Softw. , vol.32 , Issue.6 , pp. 499-507
    • Branke, J.1    Kauler, T.2    Schmeck, H.3
  • 21
    • 1642319082 scopus 로고    scopus 로고
    • An evolutionary algorithm with advanced goal and priority specification for multiobjective optimization
    • Jan.
    • K. C. Tan, E. F. Khor, T. H. Lee, and R. Sathikannan, "An evolutionary algorithm with advanced goal and priority specification for multiobjective optimization," J. Artif. Intell. Res., vol.18, no.1, pp. 183-215, Jan. 2003.
    • (2003) J. Artif. Intell. Res. , vol.18 , Issue.1 , pp. 183-215
    • Tan, K.C.1    Khor, E.F.2    Lee, T.H.3    Sathikannan, R.4
  • 22
    • 33750253048 scopus 로고    scopus 로고
    • Reference point based multi-objective optimization using evolutionary algorithms
    • GECCO 2006 - Genetic and Evolutionary Computation Conference
    • K. Deb and J. Sundar, "Reference point based multiobjective optimization using evolutionary algorithms," in Proc. GECCO, vol.1. Jul. 2006, pp. 635-642. (Pubitemid 44611383)
    • (2006) GECCO 2006 - Genetic and Evolutionary Computation Conference , vol.1 , pp. 635-642
    • Deb, K.1    Sundar, J.2
  • 23
    • 61349139979 scopus 로고    scopus 로고
    • An evolutionary metaheuristic for approximating preference-nondominated solutions
    • M. K̈oksalan and S. P. Phelps, "An evolutionary metaheuristic for approximating preference-nondominated solutions," Informs J. Comput., vol.19, no.2, pp. 291-301, 2007.
    • (2007) Informs J. Comput. , vol.19 , Issue.2 , pp. 291-301
    • K̈oksalan, M.1    Phelps, S.P.2
  • 24
    • 72749122175 scopus 로고    scopus 로고
    • Light beam search based multiobjective optimization using evolutionary algorithms
    • K. Deb and A. Kumar, "Light beam search based multiobjective optimization using evolutionary algorithms," in Proc. IEEE CEC, 2007, pp. 2125-2132.
    • (2007) Proc. IEEE CEC , pp. 2125-2132
    • Deb, K.1    Kumar, A.2
  • 25
    • 77956870041 scopus 로고    scopus 로고
    • Multiobjective combinatorial optimization: Some approaches
    • M. K̈oksalan, "Multiobjective combinatorial optimization: Some approaches," J. Multi-Criteria Decision Anal., vol.15, nos. 3-4, pp. 69-78, 2009.
    • (2009) J. Multi-Criteria Decision Anal. , vol.15 , Issue.3-4 , pp. 69-78
    • K̈oksalan, M.1
  • 26
    • 0034201728 scopus 로고    scopus 로고
    • Multiobjective satisfaction within an interactive evolutionary design environment
    • I. C. Parmee, D. C. Cvetkovíc, A. H. Watson, and C. R. Bonham, "Multiobjective satisfaction within an interactive evolutionary design environment," Evol. Comput., vol.8, no.2, pp. 197-222, 2000.
    • (2000) Evol. Comput. , vol.8 , Issue.2 , pp. 197-222
    • Parmee, I.C.1    Cvetkovíc, D.C.2    Watson, A.H.3    Bonham, C.R.4
  • 27
    • 0942277866 scopus 로고    scopus 로고
    • An interactive evolutionary metaheuristic for multiobjective combinatorial optimization
    • Dec.
    • S. P. Phelps and M. K̈oksalan, "An interactive evolutionary metaheuristic for multiobjective combinatorial optimization," Manage. Sci., vol.49, no.12, pp. 1726-1738, Dec. 2003.
    • (2003) Manage. Sci. , vol.49 , Issue.12 , pp. 1726-1738
    • Phelps, S.P.1    K̈oksalan, M.2
  • 28
    • 33645801405 scopus 로고    scopus 로고
    • An economical cognitive approach for bi-objective optimization using bliss points, visualization, and interaction
    • H. A. Abbass, "An economical cognitive approach for bi-objective optimization using bliss points, visualization, and interaction," Soft Comput.-A Fusion Found., Methodol. Appl., vol.10, no.8, pp. 687-698, 2006.
    • (2006) Soft Comput.-A Fusion Found., Methodol. Appl. , vol.10 , Issue.8 , pp. 687-698
    • Abbass, H.A.1
  • 29
    • 70649091498 scopus 로고    scopus 로고
    • Interactive evolutionary multiobjective optimization using robust ordinal regression
    • J. Branke, S. Greco, R. S?owínski, and P. Zielniewicz, "Interactive evolutionary multiobjective optimization using robust ordinal regression," in Proc. 5th Int. Conf. EMO, 2009, pp. 554-568.
    • (2009) Proc. 5th Int. Conf. EMO , pp. 554-568
    • Branke, J.1    Greco, S.2    Sowínski, R.3    Zielniewicz, P.4
  • 30
    • 34548078735 scopus 로고    scopus 로고
    • Interactive evolutionary multi-objective optimization and decision-making using reference direction method
    • DOI 10.1145/1276958.1277116, Proceedings of GECCO 2007: Genetic and Evolutionary Computation Conference
    • K. Deb and A. Kumar, "Interactive evolutionary multiobjective optimization and decision-making using reference direction method," in Proc. GECCO, vol.1. Jul. 2007, pp. 781-788. (Pubitemid 47291615)
    • (2007) Proceedings of GECCO 2007: Genetic and Evolutionary Computation Conference , pp. 781-788
    • Deb, K.1    Kumar, A.2
  • 31
    • 0020702686 scopus 로고
    • A visual interactive method for solving the multiple criteria problem
    • P. J. Korhonen and J. Laakso, "A visual interactive method for solving the multiple criteria problem," Eur. J. Oper. Res., vol.24, no.2, pp. 277-287, 1986.
    • (1986) Eur. J. Oper. Res. , vol.24 , Issue.2 , pp. 277-287
    • Korhonen, P.J.1    Laakso, J.2
  • 32
    • 70349620402 scopus 로고    scopus 로고
    • A preferencebased interactive evolutionary algorithm for multiobjective optimization
    • L. Thiele, K. Miettinen, P. J. Korhonen, and J. Molina, "A preferencebased interactive evolutionary algorithm for multiobjective optimization," Evol. Comput., vol.17, no.3, pp. 411-436, 2009.
    • (2009) Evol. Comput. , vol.17 , Issue.3 , pp. 411-436
    • Thiele, L.1    Miettinen, K.2    Korhonen, P.J.3    Molina, J.4
  • 33
    • 77955395007 scopus 로고    scopus 로고
    • A territory defining multiobjective evolutionary algorithm and preference incorporation
    • Aug.
    • I. Karahan and M. K̈oksalan, "A territory defining multiobjective evolutionary algorithm and preference incorporation. " IEEE Trans. Evol. Comput. 14. 4. 636-664, Aug. 2010.
    • (2010) IEEE Trans. Evol. Comput. , vol.14 , Issue.4 , pp. 636-664
    • Karahan, I.1    K̈oksalan, M.2
  • 34
    • 0020802768 scopus 로고
    • An interactive weighted Tchebycheff procedure for multiple objective programming
    • Oct.
    • R. E. Steuer and E.-U. Choo, "An interactive weighted Tchebycheff procedure for multiple objective programming," Math. Progr., vol.26, no.3, pp. 326-344, Oct. 1983.
    • (1983) Math. Progr. , vol.26 , Issue.3 , pp. 326-344
    • Steuer, R.E.1    Choo, E.-U.2
  • 35
    • 0000530063 scopus 로고    scopus 로고
    • Interactive evolutionary computation: Fusion of the capabilities of EC optimization and human evaluation
    • Sep.
    • H. Takagi, "Interactive evolutionary computation: Fusion of the capabilities of EC optimization and human evaluation," Proc. IEEE, vol.89, no.9, pp. 1275-1296, Sep. 2001.
    • (2001) Proc. IEEE , vol.89 , Issue.9 , pp. 1275-1296
    • Takagi, H.1
  • 38
    • 0023365766 scopus 로고
    • A comparative evaluation of interactive solution methods for multiple objective decision models
    • Jun.
    • J. T. Buchanan and H. G. Daellenbach, "A comparative evaluation of interactive solution methods for multiple objective decision models," Eur. J. Oper. Res., vol.29, no.3, pp. 353-359, Jun. 1987.
    • (1987) Eur. J. Oper. Res. , vol.29 , Issue.3 , pp. 353-359
    • Buchanan, J.T.1    Daellenbach, H.G.2
  • 40
    • 0000991259 scopus 로고
    • Simulated binary crossover for continuous search space
    • K. Deb and R. B. Agrawal, "Simulated binary crossover for continuous search space," Complex Syst., vol.9, no.2, pp. 115-148, 1995.
    • (1995) Complex Syst. , vol.9 , Issue.2 , pp. 115-148
    • Deb, K.1    Agrawal, R.B.2
  • 41
    • 0040445957 scopus 로고    scopus 로고
    • A combined genetic adaptive search (GeneAS) for engineering design
    • K. Deb and M. Goyal, "A combined genetic adaptive search (GeneAS) for engineering design," Comput. Sci. Inform., vol.26, no.4, pp. 30-45, 1996.
    • (1996) Comput. Sci. Inform. , vol.26 , Issue.4 , pp. 30-45
    • Deb, K.1    Goyal, M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.