메뉴 건너뛰기




Volumn 14, Issue 1, 2012, Pages 192-205

Hybrid Pareto archived dynamically dimensioned search for multi-objective combinatorial optimization: Application to water distribution network design

Author keywords

Combinatorial problems; Heuristic optimization; Hypervolume performance metric; Local search; Multi objective optimization; Water distribution network design

Indexed keywords


EID: 84865045057     PISSN: 14647141     EISSN: None     Source Type: Journal    
DOI: 10.2166/hydro.2011.098     Document Type: Article
Times cited : (21)

References (42)
  • 2
    • 33144459790 scopus 로고    scopus 로고
    • Alternative decision making in water distribution network with NSGA-II
    • DOI 10.1061/(ASCE)0733-9496(2006)132:2(122)
    • Atiquzzaman, M., Liong, S. & Yu, X. 2006 Alternative decision making in water distribution network with NSGAII. J. Water Res. Plan. Manage. 132 (2), 122-126. (Pubitemid 43263874)
    • (2006) Journal of Water Resources Planning and Management , vol.132 , Issue.2 , pp. 122-126
    • Atiquzzaman, Md.1    Liong, S.-Y.2    Yu, X.3
  • 3
    • 33947669974 scopus 로고    scopus 로고
    • SMS-EMOA: Multiobjective selection based on dominated hypervolume
    • DOI 10.1016/j.ejor.2006.08.008, PII S0377221706005443
    • Beume, N., Naujoks, B. & Emmerich, M. 2007 SMS-EMOA: Multiobjective selection based on dominated hypervolume. Eur. J. Oper. Res. 181 (3), 1653-1669. (Pubitemid 46498552)
    • (2007) European Journal of Operational Research , vol.181 , Issue.3 , pp. 1653-1669
    • Beume, N.1    Naujoks, B.2    Emmerich, M.3
  • 4
    • 33750242504 scopus 로고    scopus 로고
    • Combining gradient techniques for numerical multi-objective evolutionary optimization
    • GECCO 2006 - Genetic and Evolutionary Computation Conference
    • Bosman, P. A. N. & De Jong, E. D. 2006 Combining gradient techniques for numerical multi-objective evolutionary optimization. In Proceedings of the 8th Annual Conference Companion on Genetic and Evolutionary Computation Conference (GECCO'06), July 8-12, 2006, Seattle, WA, USA. ACM, New York, NY, USA, pp. 627-634. (Pubitemid 44611382)
    • (2006) GECCO 2006 - Genetic and Evolutionary Computation Conference , vol.1 , pp. 627-634
    • Bosman, P.A.N.1    De Jong, E.D.2
  • 5
    • 35248888641 scopus 로고    scopus 로고
    • Effective use of directional information in multi-objective evolutionary computation
    • July 1216, 2003, Chicago, Illinois, USA. Springer-Verlag, Berlin, Heidelberg
    • Brown, M. & Smith, R. 2003 Effective use of directional information in multi-objective evolutionary computation. In Proceedings of the 2003 international conference on Genetic and Evolutionary Computation: PartI (GECCO'03), July 1216, 2003, Chicago, Illinois, USA. Springer-Verlag, Berlin, Heidelberg, pp. 778-789.
    • (2003) Proceedings of the 2003 International Conference on Genetic and Evolutionary Computation: PartI (GECCO'03) , pp. 778-789
    • Brown, M.1    Smith, R.2
  • 8
    • 84865017776 scopus 로고    scopus 로고
    • Hybrid multi-objective evolutionary approach to engineering shape design
    • (E. Zitzler, L. Thiele, K. Deb, C. A. Coello Coello & D. Corne, eds.), Vol. 2632 of Lecture Notes in Computer Science. Springer, Berlin, Heidelberg
    • Deb, K. & Goel, T. 2001A hybrid multi-objective evolutionary approach to engineering shape design. In Conference on Evolutionary Multi-Criterion Optimization (EMO 2003) (E. Zitzler, L. Thiele, K. Deb, C. A. Coello Coello & D. Corne, eds.), Vol. 2632 of Lecture Notes in Computer Science. Springer, Berlin, Heidelberg, pp. 519-533
    • (2001) Conference on Evolutionary Multi-Criterion Optimization (EMO 2003) , pp. 519-533
    • Deb, K.1    Goel, T.2
  • 10
    • 53149132751 scopus 로고    scopus 로고
    • Efficient multi-objective optimal design of water distribution networks on a budget of simulations using hybrid algorithms
    • Di Pierro, F., Khu, S. T., Savic, D. A. & Berardi, L. 2009 Efficient multi-objective optimal design of water distribution networks on a budget of simulations using hybrid algorithms. Env. Model. Softw. 24 (2), 202-213.
    • (2009) Env. Model. Softw. , vol.24 , Issue.2 , pp. 202-213
    • Di Pierro, F.1    Khu, S.T.2    Savic, D.A.3    Berardi, L.4
  • 11
    • 0038363680 scopus 로고    scopus 로고
    • Optimization of water distribution network design using the shuffled frog leaping algorithm
    • DOI 10.1061/(ASCE)0733-9496(2003)129:3(210)
    • Eusuff, M. M. & Lansey, K. E. 2003 Optimization of water distribution network design using the shuffled frog leaping algorithm. J. Wat. Res. Plann. Manage. 129 (3), 210-225. (Pubitemid 36562716)
    • (2003) Journal of Water Resources Planning and Management , vol.129 , Issue.3 , pp. 210-225
    • Eusuff, M.M.1    Lansey, K.E.2
  • 12
    • 12344311476 scopus 로고    scopus 로고
    • Evolutionary multi-objective optimization in water distribution network design
    • DOI 10.1080/03052150512331303436
    • Farmani, R., Savic, D. A. & Walters, G. A. 2005 Evolutionary multi-objective optimization in water distribution network design. Eng. Optimization 37 (2), 167-183. (Pubitemid 40122207)
    • (2005) Engineering Optimization , vol.37 , Issue.2 , pp. 167-183
    • Farmani, R.1    Savic, D.A.2    Walters, G.A.3
  • 13
    • 0025050302 scopus 로고
    • A two-phase decomposition method for optimal design of looped water distribution networks
    • DOI 10.1029/89WR02879, Reportnr 89WRO2879 Apr.
    • Fujiwara, O. & Khang, D. B. 1990 A two-phase decomposition method for optimal design of looped water distribution networks. Water Resour. Res. 26 (4), 539-549. (Pubitemid 247466)
    • (1990) Water Resources Research , vol.26 , Issue.4 , pp. 539-549
    • Fujiwara, O.1    Khang, D.B.2
  • 16
    • 0038273913 scopus 로고    scopus 로고
    • Balance between genetic search and local search in memetic algorithms for multiobjective permutation flowshop scheduling
    • Ishibuchi, H., Yoshida, T. & Murata, T. 2003 Balance between genetic search and local search in memetic algorithms for multiobjective permutation flowshop scheduling. IEEE Trans. Evol. Comput. 7 (2), 204-223.
    • (2003) IEEE Trans. Evol. Comput. , vol.7 , Issue.2 , pp. 204-223
    • Ishibuchi, H.1    Yoshida, T.2    Murata, T.3
  • 17
    • 0037116765 scopus 로고    scopus 로고
    • Genetic local search for multi-objective combinatorial optimization
    • DOI 10.1016/S0377-2217(01)00104-7, PII S0377221701001047
    • Jaszkiewicz, A. 2002 Genetic local search for multi-objective combinatorial optimization. Eur. J. Oper. Res. 137 (1), 50-71. (Pubitemid 33127937)
    • (2002) European Journal of Operational Research , vol.137 , Issue.1 , pp. 50-71
    • Jaszkiewicz, A.1
  • 18
    • 24344469197 scopus 로고    scopus 로고
    • Preliminary investigation of the 'learnable evolution model' for faster/better multiobjective water systems design
    • Evolutionary Multi-Criterion Optimization - Third International Conference, EMO 2005
    • Jourdan, L., Corne, D., Savic, D. & Walters, G. 2005 Preliminary investigation of the learnable evolution model' for faster/better multiobjective water systems design. In Conference on Evolutionary Multi-Criterion Optimization (EMO 2005) (C. A. Coello Coello, A. H. Aguirre & E. Zitzler, eds.), Vol. 3410 of Lecture Notes in Computer Science. Springer, Berlin, Heidelberg, pp. 841-855. (Pubitemid 41251809)
    • (2005) Lecture Notes in Computer Science , vol.3410 , pp. 841-855
    • Jourdan, L.1    Corne, D.2    Savic, D.3    Walters, G.4
  • 19
    • 33646259323 scopus 로고
    • A study on the pipe network system design using non-linear programming
    • Kim, J. H., Kim, T. G., Kim, J. H. & Yoon, Y. N. 1994 A study on the pipe network system design using non-linear programming. J. Korean Water Resour. Assoc. 27 (4), 59-67.
    • (1994) J. Korean Water Resour. Assoc. , vol.27 , Issue.4 , pp. 59-67
    • Kim, J.H.1    Kim, T.G.2    Kim, J.H.3    Yoon, Y.N.4
  • 21
    • 0034199912 scopus 로고    scopus 로고
    • Approximating the nondominated front using the Pareto archived evolution strategy
    • Knowles, J. D. & Corne, D. W. 2000 Approximating the nondominated front using the Pareto archived evolution strategy. Evol. Comput. 8 (2), 149-172.
    • (2000) Evol. Comput. , vol.8 , Issue.2 , pp. 149-172
    • Knowles, J.D.1    Corne, D.W.2
  • 22
    • 33645882208 scopus 로고    scopus 로고
    • Comparing state-of-the-art evolutionary multi-objective algorithms for long-term groundwater monitoring design
    • Kollat, J. B. & Reed, P. M. 2006 Comparing state-of-the-art evolutionary multi-objective algorithms for long-term groundwater monitoring design. Adv. Water Res. 29 (6), 792-807.
    • (2006) Adv. Water Res. , vol.29 , Issue.6 , pp. 792-807
    • Kollat, J.B.1    Reed, P.M.2
  • 25
    • 84856625180 scopus 로고    scopus 로고
    • A multi-objective optimization tool for the selection and placement of BMPs for pesticide control
    • Maringanti, C., Chaubey, I., Arabi, M. & Engel, B. 2008 A multi-objective optimization tool for the selection and placement of BMPs for pesticide control. Hydrol. Earth Syst. Sci. Discuss. 5 (4), 1821-1862.
    • (2008) Hydrol. Earth Syst. Sci. Discuss. , vol.5 , Issue.4 , pp. 1821-1862
    • Maringanti, C.1    Chaubey, I.2    Arabi, M.3    Engel, B.4
  • 26
    • 0036037107 scopus 로고    scopus 로고
    • Particle swarm optimization method in multiobjective problems
    • Parsopoulos, K. E. & Vrahatis, M. N. 2002 Particle swarm optimization method in multiobjective problems. In Proceedings of the ACM Symposium on Applied Computing (SAC2002), March 10-14, 2002, Madrid, Spain. ACM, New York, NY, USA, pp. 603-607. (Pubitemid 35009656)
    • (2002) Proceedings of the ACM Symposium on Applied Computing , pp. 603-607
    • Parsopoulos, K.E.1    Vrahatis, M.N.2
  • 27
    • 34249045982 scopus 로고    scopus 로고
    • An adaptive heuristic cross-entropy algorithm for optimal design of water distribution systems
    • DOI 10.1080/03052150601154671, PII 778335407
    • Perelman, L. & Ostfeld, A. 2007 An adaptive heuristic cross-entropy algorithm for optimal design of water distribution systems. Eng. Optimization 39 (4), 413-428. (Pubitemid 46791620)
    • (2007) Engineering Optimization , vol.39 , Issue.4 , pp. 413-428
    • Perelman, L.1    Ostfeld, A.2
  • 28
    • 55249114670 scopus 로고    scopus 로고
    • Cross entropy multiobjective optimization for water distribution systems design
    • Perelman, L., Ostfeld, A. & Salomons, E. 2008 Cross entropy multiobjective optimization for water distribution systems design. Water Resour. Res. 44, W09413.
    • (2008) Water Resour. Res. , vol.44
    • Perelman, L.1    Ostfeld, A.2    Salomons, E.3
  • 29
    • 33745439821 scopus 로고    scopus 로고
    • Genetic algorithms for the design of looped irrigation water distribution networks
    • Reca, J. & Martínez, J. 2006 Genetic algorithms for the design of looped irrigation water distribution networks. Water Resour. Res. 42 (5), W05416.
    • (2006) Water Resour. Res. , vol.42 , Issue.5
    • Reca, J.1    Martínez, J.2
  • 32
    • 84931394603 scopus 로고    scopus 로고
    • A hybrid evolutionary approach for multicriteria optimization problems: Application to the flow shop
    • Evolutionary Multi-Criterion Optimization
    • Talbi, E., Rahoual, M., Mabed, M. & Dhaenens, C. 2001 A hybrid evolutionary approach for multicriteria optimization problems: Application to the Flow Shop. In Proceedings of the 1st International Conference on Evolutionary Multi-Criterion Optimization (EMO'01) (E. Zitzler, L. Thiele, K. Deb, C. A. Coello Coello & D. Corne, eds.), Vol. 1993 of Lecture Notes in Computer Science. Springer, Berlin, Heidelberg, pp. 416-428. (Pubitemid 33241403)
    • (2001) Lecture Notes in Computer Science , Issue.1993 , pp. 416-428
    • Talbi, E.-G.1    Rahoual, M.2    Mabed, M.H.3    Dhaenens, C.4
  • 33
    • 33847618256 scopus 로고    scopus 로고
    • Dynamically dimensioned search algorithm for computationally efficient watershed model calibration
    • Tolson, B. A. & Shoemaker, C. A. 2007 Dynamically dimensioned search algorithm for computationally efficient watershed model calibration. Water Resour. Res. 43 (1), 01413.
    • (2007) Water Resour. Res. , vol.43 , Issue.1 , pp. 01413
    • Tolson, B.A.1    Shoemaker, C.A.2
  • 34
    • 79958022381 scopus 로고    scopus 로고
    • Hybrid discrete dynamically dimensioned search (HD-DDS) algorithm for water distribution system design optimization
    • Tolson, B. A., Asadzadeh, M., Maier, H. R. & Zecchin, A. 2009 Hybrid discrete dynamically dimensioned search (HD-DDS) algorithm for water distribution system design optimization. Water Resour. Res. 45, W12416.
    • (2009) Water Resour. Res. , vol.45
    • Tolson, B.A.1    Asadzadeh, M.2    Maier, H.R.3    Zecchin, A.4
  • 36
    • 1542442237 scopus 로고    scopus 로고
    • Effective and efficient algorithm for multiobjective optimization of hydrologic models
    • Vrugt, J. A., Gupta, H. V., Bastidas, L. A., Bouten, W. & Sorooshian, S. 2003 Effective and efficient algorithm for multiobjective optimization of hydrologic models. Water Resour. Res. 39 (8), 1214.
    • (2003) Water Resour. Res. , vol.39 , Issue.8 , pp. 1214
    • Vrugt, J.A.1    Gupta, H.V.2    Bastidas, L.A.3    Bouten, W.4    Sorooshian, S.5
  • 37
    • 85001574661 scopus 로고    scopus 로고
    • The wrong paradigm: Why water distribution optimization doesn't work
    • Walski, T. M. 2001 The wrong paradigm: Why water distribution optimization doesn't work. J. Water Res. Plann. Manage. 127 (4), 203-205.
    • (2001) J. Water Res. Plann. Manage. , vol.127 , Issue.4 , pp. 203-205
    • Walski, T.M.1
  • 38
    • 17644371667 scopus 로고    scopus 로고
    • Parametric study for an ant algorithm applied to water distribution system optimization
    • DOI 10.1109/TEVC.2005.844168
    • Zecchin, A. C., Simpson, A. R., Maier, H. R. & Nixon, J. B. 2005 Parametric study for an ant algorithm applied to water distribution system optimization. IEEE Trans. Evol. Comput. 9 (2), 175-191. (Pubitemid 40564735)
    • (2005) IEEE Transactions on Evolutionary Computation , vol.9 , Issue.2 , pp. 175-191
    • Zecchin, A.C.1    Simpson, A.R.2    Maier, H.R.3    Nixon, J.B.4
  • 39
    • 33845627834 scopus 로고    scopus 로고
    • Ant colony optimization applied to water distribution system design: Comparative study of five algorithms
    • DOI 10.1061/(ASCE)0733-9496(2007)133:1(87)
    • Zecchin, A. C., Maier, H. R., Simpson, A. R., Leonard, M. & Nixon, J. B. 2007 Ant colony optimization applied to water distribution system design: Comparative study of five algorithms. J. Water Res. Plann. Manage. 133 (1), 87-92. (Pubitemid 44942439)
    • (2007) Journal of Water Resources Planning and Management , vol.133 , Issue.1 , pp. 87-92
    • Zecchin, A.C.1    Maier, H.R.2    Simpson, A.R.3    Leonard, M.4    Nixon, J.B.5
  • 40
    • 84878545782 scopus 로고    scopus 로고
    • Multiobjective optimization using evolutionary algorithms-A comparative case study
    • (A. E. Eiben, T. Back, M. Schoenauer & H. P. Schwefel, eds.), Vol. 1498 of Lecture Notes in Computer Science. Springer, Berlin, Heidelberg
    • Zitzler, E. & Thiele, L. 1998 Multiobjective optimization using evolutionary algorithms-A comparative case study. In Proceedings of Parallel Problem Solving from Nature - PPSN V (A. E. Eiben, T. Back, M. Schoenauer & H. P. Schwefel, eds.), Vol. 1498 of Lecture Notes in Computer Science. Springer, Berlin, Heidelberg, pp. 292-301.
    • (1998) Proceedings of Parallel Problem Solving from Nature - PPSN V , pp. 292-301
    • Zitzler, E.1    Thiele, L.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.