메뉴 건너뛰기




Volumn 14, Issue 2, 2012, Pages 270-285

Pareto-optimality and a search for robustness: Choosing solutions with desired properties in objective space and parameter space

Author keywords

Multi objective evolutionary algorithms; Non dominance; Parameter estimation; Paretooptimality; Robustness

Indexed keywords


EID: 84865024603     PISSN: 14647141     EISSN: None     Source Type: Journal    
DOI: 10.2166/hydro.2011.120     Document Type: Article
Times cited : (13)

References (31)
  • 1
    • 14244253011 scopus 로고    scopus 로고
    • SWAT2000: Current capabilities and research opportunities in applied watershed modelling
    • DOI 10.1002/hyp.5611, SWAT 2000 Development and Applications
    • Arnold, J. G. & Fohrer, N. 2005 SWAT2000: current capabilities and research opportunities in applied watershed modelling. Hydrol. Process. 19, 563-572. (Pubitemid 40289981)
    • (2005) Hydrological Processes , vol.19 , Issue.3 , pp. 563-572
    • Arnold, J.G.1    Fohrer, N.2
  • 3
    • 34447102221 scopus 로고    scopus 로고
    • Multi-objective automatic calibration of SWAT using NSGA-II
    • DOI 10.1016/j.jhydrol.2007.05.014, PII S0022169407002673
    • Bekele, E. G. & Nicklow, J. W. 2007 Multi-objective automatic calibration of SWAT using NSGA-II. J. Hydrol. 341, 165-176. (Pubitemid 47030445)
    • (2007) Journal of Hydrology , vol.341 , Issue.3-4 , pp. 165-176
    • Bekele, E.G.1    Nicklow, J.W.2
  • 4
    • 33644559970 scopus 로고    scopus 로고
    • A robust optimization approach to inventory theory
    • Bertsimas, D. & Thiele, A. 2006 A robust optimization approach to inventory theory. Oper. Res. 54 (1), 150-168.
    • (2006) Oper. Res. , vol.54 , Issue.1 , pp. 150-168
    • Bertsimas, D.1    Thiele, A.2
  • 6
    • 73349132344 scopus 로고    scopus 로고
    • Partner selection in virtualenterprises: A multi-criteria decision support approach
    • Crispim, J. A. & de Sousa, J. P. 2009 Partner selection in virtualenterprises: a multi-criteria decision support approach. Int. J. Prod. Res. 47 (17), 4791-4812.
    • (2009) Int. J. Prod. Res. , vol.47 , Issue.17 , pp. 4791-4812
    • Crispim, J.A.1    De Sousa, J.P.2
  • 7
    • 24344452538 scopus 로고    scopus 로고
    • Searching for robust Pareto-optimal solutions in multi-objective optimization
    • Evolutionary Multi-Criterion Optimization - Third International Conference, EMO 2005
    • Deb, K. & Gupta, H. 2005 Searching for robust Pareto-optimal solutions in multi-objective optimization. LNCS 3410, 150-164. (Pubitemid 41251762)
    • (2005) Lecture Notes in Computer Science , vol.3410 , pp. 150-164
    • Deb, K.1    Gupta, H.2
  • 8
    • 33846310773 scopus 로고    scopus 로고
    • Introducing robustness in multi-objective optimization
    • Deb, K. & Gupta, H. 2006 Introducing robustness in multi-objective optimization. Evolut. Comput. 14 (4), 463-494.
    • (2006) Evolut. Comput. , vol.14 , Issue.4 , pp. 463-494
    • Deb, K.1    Gupta, H.2
  • 9
    • 78349306633 scopus 로고    scopus 로고
    • Selecting model parameter sets from a trade-off surface generated from the Non-Dominated Sorting Genetic Algorithm-II
    • Dumedah, G., Berg, A. A., Wineberg, M. & Collier, R. 2010 Selecting model parameter sets from a trade-off surface generated from the Non-Dominated Sorting Genetic Algorithm-II. Wat. Res. Mngmnt. 24 (15), 4469-4489.
    • (2010) Wat. Res. Mngmnt. , vol.24 , Issue.15 , pp. 4469-4489
    • Dumedah, G.1    Berg, A.A.2    Wineberg, M.3    Collier, R.4
  • 10
    • 34548064369 scopus 로고    scopus 로고
    • Methodology to select solutions from the pareto-optimal set: A comparative study
    • DOI 10.1145/1276958.1277117, Proceedings of GECCO 2007: Genetic and Evolutionary Computation Conference
    • Ferreira, J. C., Fonseca, C. M. & Gaspar-Cunha, A. 2007 Methodology to select solutions from the pareto-optimal set: a comparative study. In Genetic and Evolutionary Computation Conference. Proc 9th Annual Conference on Genetic and Evolutionary Computation, London, July. ACM, New York, pp. 789-796. (Pubitemid 47291616)
    • (2007) Proceedings of GECCO 2007: Genetic and Evolutionary Computation Conference , pp. 789-796
    • Ferreira, J.C.1    Fonseca, C.M.2    Gaspar-Cunha, A.3
  • 12
    • 77955897551 scopus 로고    scopus 로고
    • Distributionally robust optimization and its tractable approximations
    • Goh, J. & Sim, M. 2010 Distributionally robust optimization and its tractable approximations. Oper. Res. 58 (4), 902-917.
    • (2010) Oper. Res. , vol.58 , Issue.4 , pp. 902-917
    • Goh, J.1    Sim, M.2
  • 13
    • 0002266184 scopus 로고
    • Studies on soil physics, 1: The flow of air and water through soils
    • Green, W. H. & Ampt, G. A. 1911 Studies on soil physics, 1: The flow of air and water through soils. J. Agric. Sci. 4,1-24.
    • (1911) J. Agric. Sci. , vol.4 , pp. 1-24
    • Green, W.H.1    Ampt, G.A.2
  • 14
    • 46749103252 scopus 로고    scopus 로고
    • Pareto multi-criteria decision making
    • Grierson, D. E. 2008 Pareto multi-criteria decision making. Adv. Engng. Inf. 22 (3), 371-384.
    • (2008) Adv. Engng. Inf. , vol.22 , Issue.3 , pp. 371-384
    • Grierson, D.E.1
  • 15
    • 4344614461 scopus 로고    scopus 로고
    • Non-gradient based parameter sensitivity estimation for single objective robust design optimization
    • Gunawan, S. & Azarm, S. 2004 Non-gradient based parameter sensitivity estimation for single objective robust design optimization. Trans. ASME J. Mech. Design 126 (3), 395-402.
    • (2004) Trans. ASME J. Mech. Design , vol.126 , Issue.3 , pp. 395-402
    • Gunawan, S.1    Azarm, S.2
  • 16
    • 22044449464 scopus 로고    scopus 로고
    • Multi-objective robust optimization using a sensitivity region concept
    • DOI 10.1007/s00158-004-0450-8
    • Gunawan, S. & Azarm, S. 2005 Multi-objective robust optimization using a sensitivity region concept. Struct. Multidisc. Optim. 29 (1), 50-60. (Pubitemid 40963326)
    • (2005) Structural and Multidisciplinary Optimization , vol.29 , Issue.1 , pp. 50-60
    • Gunawan, S.1    Azarm, S.2
  • 18
    • 39449098200 scopus 로고    scopus 로고
    • Calibrating a watershed simulation model involving human interference: An application of multi-objective genetic algorithms
    • Hejazi, M. I., Cai, X. & Borah, D. K. 2008 Calibrating a watershed simulation model involving human interference: an application of multi-objective genetic algorithms. J. Hydroinf. 10 (1), 97-111.
    • (2008) J. Hydroinf. , vol.10 , Issue.1 , pp. 97-111
    • Hejazi, M.I.1    Cai, X.2    Borah, D.K.3
  • 19
    • 35248860704 scopus 로고    scopus 로고
    • Trade-off between performance and robustness: An evolutionary multiobjective approach
    • Jin, Y. & Sendhoff, B. 2003 Trade-off between performance and robustness: an evolutionary multiobjective approach. Evolut. Multi-Criterion Optim. (EMO) 2632 (68), 237-251.
    • (2003) Evolut. Multi-Criterion Optim. (EMO) , vol.2632 , Issue.68 , pp. 237-251
    • Jin, Y.1    Sendhoff, B.2
  • 20
    • 17844379254 scopus 로고    scopus 로고
    • Multiobjective calibration with Pareto preference ordering: An application to rainfall-runoff model calibration
    • Khu, S. T. & Madsen, H. 2005 Multiobjective calibration with Pareto preference ordering: an application to rainfall-runoff model calibration. Water Res. Res. 41 (3), W03004.
    • (2005) Water Res. Res. , vol.41 , Issue.3
    • Khu, S.T.1    Madsen, H.2
  • 22
    • 2442535151 scopus 로고    scopus 로고
    • Survey of multi-objective optimization methods for engineering
    • Marler, R. T. & Arora, J. S. 2004 Survey of multi-objective optimization methods for engineering. Struct. Multidisc. Optim. 26 (6), 369-395.
    • (2004) Struct. Multidisc. Optim. , vol.26 , Issue.6 , pp. 369-395
    • Marler, R.T.1    Arora, J.S.2
  • 23
    • 34547293339 scopus 로고    scopus 로고
    • Extracting a set of robust pareto-optimal parameters for hydrologie models using NSGA-II and SCEM
    • 1688539, 2006 IEEE Congress on Evolutionary Computation, CEC 2006
    • Nazemi, A., Xin, Y. & Chan, A. H. 2006 Extracting a set of robust pareto-optimal parameters for hydrologic models using NSGA-II and SCEM.In 2006 IEEE Congress on Evolutionary Computation. pp. 1901-1908. (Pubitemid 47130728)
    • (2006) 2006 IEEE Congress on Evolutionary Computation, CEC 2006 , pp. 1901-1908
    • Nazemi, A.1    Yao, X.2    Chan, A.H.3
  • 25
    • 84901450393 scopus 로고    scopus 로고
    • Constrained robust optimal design using a multiobjective evolutionary algorithm
    • IEEE Service Center, Piscataway, NJ
    • Ray, T. 2002 Constrained robust optimal design using a multiobjective evolutionary algorithm. In Proc. Congress on Evolutionary Computation (CEC 2002). IEEE Service Center, Piscataway, NJ, pp. 419-424.
    • (2002) Proc. Congress on Evolutionary Computation (CEC 2002) , pp. 419-424
    • Ray, T.1
  • 26
    • 52649139490 scopus 로고    scopus 로고
    • Defining changeability: Reconciling flexibility, adaptability, scalability, modifiability, and robustness for maintaining system lifecycle value
    • Ross, A. M., Rhodes, D. H. & Hastings, D. E. 2008 Defining changeability: reconciling flexibility, adaptability, scalability, modifiability, and robustness for maintaining system lifecycle value. Syst. Engng. 11 (3), 246-262.
    • (2008) Syst. Engng. , vol.11 , Issue.3 , pp. 246-262
    • Ross, A.M.1    Rhodes, D.H.2    Hastings, D.E.3
  • 27
    • 36448986829 scopus 로고    scopus 로고
    • Data mining techniques to facilitate the analysis of the Pareto-optimal set for multiple objective problems
    • Orlando, FL, May. IERC, New York
    • Taboada, H. & Coit, D. 2006 Data mining techniques to facilitate the analysis of the Pareto-optimal set for multiple objective problems. In Proc. Industrial Engineering Research Conference, Orlando, FL, May. IERC, New York.
    • (2006) Proc. Industrial Engineering Research Conference
    • Taboada, H.1    Coit, D.2
  • 28
    • 33845307599 scopus 로고    scopus 로고
    • How effective and efficient are multiobjective evolutionary algorithms at hydrologic model calibration?
    • Tang, Y., Reed, P. & Wagener, T. 2006 How effective and efficient are multiobjective evolutionary algorithms at hydrologic model calibration? Hydrol. Earth Syst. Sci. 10, 289-307. (Pubitemid 44877445)
    • (2006) Hydrology and Earth System Sciences , vol.10 , Issue.2 , pp. 289-307
    • Tang, Y.1    Reed, P.2    Wagener, T.3
  • 29
    • 0010063566 scopus 로고
    • Who belongs in the family?
    • Thorndike, R. L. 1953 Who belongs in the family? Psychometrika 18, 267-276.
    • (1953) Psychometrika , vol.18 , pp. 267-276
    • Thorndike, R.L.1
  • 30
    • 0031223521 scopus 로고    scopus 로고
    • Genetic algorithms with a robust solution searching scheme
    • Tsutsui, S. & Ghosh, A. 1997 Genetic algorithms with a robust solution searching scheme. IEEE Trans. Evolut. Comput. 1 (3), 201-219.
    • (1997) IEEE Trans. Evolut. Comput. , vol.1 , Issue.3 , pp. 201-219
    • Tsutsui, S.1    Ghosh, A.2
  • 31
    • 51349112952 scopus 로고    scopus 로고
    • What is robustness in data analysis?
    • Willink, R. 2008 What is robustness in data analysis? Metrologia 45, 442-447.
    • (2008) Metrologia , vol.45 , pp. 442-447
    • Willink, R.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.