메뉴 건너뛰기




Volumn 16, Issue 1, 2014, Pages 165-177

Hybrid metaheuristics for multi-objective design of water distribution systems

Author keywords

Distribution system; Hybrid metaheuristics; Hypervolume; Multi objective design; Resilience; Water

Indexed keywords


EID: 84897520774     PISSN: 14647141     EISSN: None     Source Type: Journal    
DOI: 10.2166/hydro.2013.009     Document Type: Article
Times cited : (16)

References (36)
  • 2
    • 0023979638 scopus 로고
    • Algorithm 659: Implementing Sobol's quasirandom sequence generator
    • Bratley, P. & Fox, B. L. 1988 Algorithm 659: implementing Sobol's quasirandom sequence generator. ACM Trans. Math. Softw. 14 (1), 88-100.
    • (1988) ACM Trans. Math. Softw. , vol.14 , Issue.1 , pp. 88-100
    • Bratley, P.1    Fox, B.L.2
  • 3
    • 77954414778 scopus 로고    scopus 로고
    • Hybrid genetic algorithm and linear programming method for least-cost design of water distribution systems
    • Cisty, M. 2010 Hybrid genetic algorithm and linear programming method for least-cost design of water distribution systems. Water Resour. Manage. 24,1-24.
    • (2010) Water Resour. Manage. , vol.24 , pp. 1-24
    • Cisty, M.1
  • 4
    • 84868318825 scopus 로고    scopus 로고
    • Fast network multi-objective design algorithm combined with an a posteriori procedure for reliability evaluation under various operational scenarios
    • Creaco, E. & Franchini, M. 2012 Fast network multi-objective design algorithm combined with an a posteriori procedure for reliability evaluation under various operational scenarios. Urban Water J. 9 (6), 385-399.
    • (2012) Urban Water J. , vol.9 , Issue.6 , pp. 385-399
    • Creaco, E.1    Franchini, M.2
  • 6
    • 0036530772 scopus 로고    scopus 로고
    • A fast and elitist multiobjective genetic algorithm: NSGA-II
    • Deb, K., Pratap, A., Agarwal, S. & Meyarivan, T. 2002 A fast and elitist multiobjective genetic algorithm: NSGA-II. IEEE Trans. Evol. Comput. 6 (2), 182-197.
    • (2002) IEEE Trans. Evol. Comput. , vol.6 , Issue.2 , pp. 182-197
    • Deb, K.1    Pratap, A.2    Agarwal, S.3    Meyarivan, T.4
  • 7
    • 84869040808 scopus 로고    scopus 로고
    • A comparative study of differential evolution and genetic algorithms for optimizing the design of water distribution systems
    • Dong, X., Liu, S., Tao, T., Li, S. & Xin, K. 2012 A comparative study of differential evolution and genetic algorithms for optimizing the design of water distribution systems. J. Zhejiang Univ-Sci A (Appl. Phys. Eng.) 13 (9), 674-686.
    • (2012) J. Zhejiang Univ-Sci A (Appl. Phys. Eng.) , vol.13 , Issue.9 , pp. 674-686
    • Dong, X.1    Liu, S.2    Tao, T.3    Li, S.4    Xin, K.5
  • 8
    • 12344311476 scopus 로고    scopus 로고
    • Evolutionary multi-objective optimization in water distribution network design
    • Farmani, R., Savic, D. A. & Walters, G. A. 2005a Evolutionary multi-objective optimization in water distribution network design. Eng. Optim. 37 (2), 167-183.
    • (2005) Eng. Optim. , vol.37 , Issue.2 , pp. 167-183
    • Farmani, R.1    Savic, D.A.2    Walters, G.A.3
  • 9
    • 19044394093 scopus 로고    scopus 로고
    • Trade-off between total cost and reliability for Anytown water distribution network
    • Farmani, R., Walters, G. A. & Savic, D. A. 2005b Trade-off between total cost and reliability for Anytown water distribution network. J. Water Res. Plan. Manage. 131 (3), 161-171.
    • (2005) J. Water Res. Plan. Manage. , vol.131 , Issue.3 , pp. 161-171
    • Farmani, R.1    Walters, G.A.2    Savic, D.A.3
  • 10
    • 33846941949 scopus 로고    scopus 로고
    • Evolutionary multi- objective optimization of the design and operation of water distribution network: Total cost vs reliability vs water quality
    • Farmani, R., Walters, G. & Savic, D. 2006 Evolutionary multi- objective optimization of the design and operation of water distribution network: Total cost vs. reliability vs. water quality. J. Hydroinf. 8 (3), 165-179.
    • (2006) J. Hydroinf. , vol.8 , Issue.3 , pp. 165-179
    • Farmani, R.1    Walters, G.2    Savic, D.3
  • 11
    • 84860796742 scopus 로고    scopus 로고
    • Reducing the complexity of multiobjective water distribution system optimization through global sensitivity analysis
    • Fu, G., Kapelan, Z. & Reed, P. 2012a Reducing the complexity of multiobjective water distribution system optimization through global sensitivity analysis. J. Water Res. Plan. Manage. 138 (3), 196-207.
    • (2012) J. Water Res. Plan. Manage. , vol.138 , Issue.3 , pp. 196-207
    • Fu, G.1    Kapelan, Z.2    Reed, P.3
  • 12
    • 84896084827 scopus 로고    scopus 로고
    • Optimal design of water distribution systems using many-objective visual analytics
    • 10.1061/(ASCE)WR. 1943-5452. 0000311
    • Fu, G., Kapelan, Z., Kasprzyk, J. & Reed, P. 2012b Optimal design of water distribution systems using many-objective visual analytics. J. Water Res. Plan. Manage. 10.1061/(ASCE)WR. 1943-5452.0000311.
    • (2012) J. Water Res. Plan. Manage.
    • Fu, G.1    Kapelan, Z.2    Kasprzyk, J.3    Reed, P.4
  • 13
    • 0038563932 scopus 로고    scopus 로고
    • An adaptive metropolis algorithm
    • Haario, H., Saksman, E. & Tamminen, J. 2001 An adaptive metropolis algorithm. Bernoulli 7 (2), 223-242
    • (2001) Bernoulli , vol.7 , Issue.2 , pp. 223-242
    • Haario, H.1    Saksman, E.2    Tamminen, J.3
  • 14
    • 33645511488 scopus 로고    scopus 로고
    • Novel cellular automata approach to optimal water distribution network design
    • Keedwell, E. & Khu, S. 2006 Novel cellular automata approach to optimal water distribution network design. J. Comput. Civil Eng. 20 (1), 49-56.
    • (2006) J. Comput. Civil Eng. , vol.20 , Issue.1 , pp. 49-56
    • Keedwell, E.1    Khu, S.2
  • 16
    • 18844438571 scopus 로고    scopus 로고
    • Introducing more choices (flexibility) in the upgrading of water distribution networks: The New York city tunnel network example
    • Khu, S.-T. & Keedwell, E. 2005 Introducing more choices (flexibility) in the upgrading of water distribution networks: The New York city tunnel network example. Eng. Optim. 37 (3), 291-305.
    • (2005) Eng. Optim. , vol.37 , Issue.3 , pp. 291-305
    • Khu, S.-T.1    Keedwell, E.2
  • 17
    • 43649090853 scopus 로고    scopus 로고
    • Multi-objective hybrid evolutionary optimization with automatic switching among constituent algorithms
    • Moral, R. J. & Dulikravich, G. S. 2008 Multi-objective hybrid evolutionary optimization with automatic switching among constituent algorithms. AIAA J. 46 (3), 673-681.
    • (2008) AIAA J. , vol.46 , Issue.3 , pp. 673-681
    • Moral, R.J.1    Dulikravich, G.S.2
  • 19
    • 1642538302 scopus 로고    scopus 로고
    • Multiobjective genetic algorithms for design of water distribution networks
    • Prasad, T. D. & Park, N.-S. 2004 Multiobjective genetic algorithms for design of water distribution networks. J. Water Res. Plan. Manage. 130 (1), 73-82.
    • (2004) J. Water Res. Plan. Manage. , vol.130 , Issue.1 , pp. 73-82
    • Prasad, T.D.1    Park, N.-S.2
  • 20
    • 69949093859 scopus 로고    scopus 로고
    • Entropy based design of "Anytown" water distribution network
    • (J. E. Van Zyl, A. A. Ilemobade & H. E. Jacobs, eds). ASCE, Kruger National Park, South Africa
    • Prasad, T. D. & Tanyimboh, T. T. 2008 Entropy based design of "Anytown" water distribution network. In: Water Distribution Systems Analysis 2008 (J. E. Van Zyl, A. A. Ilemobade & H. E. Jacobs, eds). ASCE, Kruger National Park, South Africa, pp. 450-461.
    • (2008) Water Distribution Systems Analysis 2008 , pp. 450-461
    • Prasad, T.D.1    Tanyimboh, T.T.2
  • 22
    • 84855251331 scopus 로고    scopus 로고
    • Robust multi-objective optimization for water distribution system design using a meta-metaheuristic
    • Raad, D., Sinske, A. & Van Vuuren, J. 2009 Robust multi-objective optimization for water distribution system design using a meta-metaheuristic. Int. Trans. Oper. Res. 16 (5), 595-626.
    • (2009) Int. Trans. Oper. Res. , vol.16 , Issue.5 , pp. 595-626
    • Raad, D.1    Sinske, A.2    Van Vuuren, J.3
  • 23
    • 34249011503 scopus 로고    scopus 로고
    • A novel population initialization method for accelerating evolutionary algorithms
    • Rahnamayan, S., Tizhoosh, H. R. & Salama, M. M. A. 2007 A novel population initialization method for accelerating evolutionary algorithms. Comput. Math. Appl. 53 (10), 1605-1614.
    • (2007) Comput. Math. Appl. , vol.53 , Issue.10 , pp. 1605-1614
    • Rahnamayan, S.1    Tizhoosh, H.R.2    Salama, M.M.A.3
  • 24
    • 0003606110 scopus 로고    scopus 로고
    • U.S. Environment Protection Agency, Cincinnati, Ohio, USA
    • Rossman, L. A. 2000 EPANET 2 Users Manual. U.S. Environment Protection Agency, Cincinnati, Ohio, USA.
    • (2000) EPANET 2 Users Manual
    • Rossman, L.A.1
  • 25
    • 0036723306 scopus 로고    scopus 로고
    • A taxonomy of hybrid metaheuristics
    • Talbi, E. G. 2002 A taxonomy of hybrid metaheuristics. J. Heuristics 8,541-564.
    • (2002) J. Heuristics , vol.8 , pp. 541-564
    • Talbi, E.G.1
  • 26
    • 0040362344 scopus 로고    scopus 로고
    • Looped water distribution networks design using a resilience index based heuristic approach
    • Todini, E. 2000 Looped water distribution networks design using a resilience index based heuristic approach. Urban Water 2 (2), 115-122.
    • (2000) Urban Water , vol.2 , Issue.2 , pp. 115-122
    • Todini, E.1
  • 27
    • 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, W01413.
    • (2007) Water Resour. Res. , vol.43
    • Tolson, B.A.1    Shoemaker, C.A.2
  • 28
    • 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
  • 29
    • 1842686840 scopus 로고    scopus 로고
    • Operational optimization of water distribution systems using a hybrid genetic algorithm
    • Van Zyl, J. E., Savic, D. A. & Walters, G. A. 2004 Operational optimization of water distribution systems using a hybrid genetic algorithm. J. Water Resour. Plan. Manage. 130 (2), 160-170.
    • (2004) J. Water Resour. Plan. Manage. , vol.130 , Issue.2 , pp. 160-170
    • Van Zyl, J.E.1    Savic, D.A.2    Walters, G.A.3
  • 30
    • 33846489175 scopus 로고    scopus 로고
    • Improved evolutionary optimization from genetically adaptive multimethod search
    • Vrugt, J. A. & Robinson, B. A. 2007 Improved evolutionary optimization from genetically adaptive multimethod search. Proc. Natl. Acad. Sci. USA 104 (3), 708-711.
    • (2007) Proc. Natl. Acad. Sci. USA , vol.104 , Issue.3 , pp. 708-711
    • Vrugt, J.A.1    Robinson, B.A.2
  • 34
    • 84864979732 scopus 로고    scopus 로고
    • A real options approach to the design and architecture of water supply systems using innovative water technologies under uncertainty
    • Zhang, S. X. & Babovic, V. 2012 A real options approach to the design and architecture of water supply systems using innovative water technologies under uncertainty. J. Hydroinf. 14 (1), 13-29.
    • (2012) J. Hydroinf. , vol.14 , Issue.1 , pp. 13-29
    • Zhang, S.X.1    Babovic, V.2
  • 35
    • 0033318858 scopus 로고    scopus 로고
    • Multiobjective evolutionary algorithms: A comparative case study and the strength Pareto approach
    • Zitzler, E. & Thiele, L. 1999 Multiobjective evolutionary algorithms: A comparative case study and the strength Pareto approach. IEEE Trans. Evol. Comput. 3 (4), 257-271.
    • (1999) IEEE Trans. Evol. Comput. , vol.3 , Issue.4 , pp. 257-271
    • Zitzler, E.1    Thiele, L.2
  • 36
    • 2942547409 scopus 로고    scopus 로고
    • SPEA2: Improving the strength pareto evolutionary algorithm for multiobjective optimization
    • (K. Giannakoglou, D. Tsahalis, J. Periaux, K. Papailiou & T. Fogarty, eds). International Center for Numerical Methods in Engineering (CIMNE), Barcelona, Spain
    • Zitzler, E., Laumanns, M. & Thiele, L. 2002 SPEA2: Improving the strength pareto evolutionary algorithm for multiobjective optimization. In: Evolutionary Methods for Design, Optimisation and Control (K. Giannakoglou, D. Tsahalis, J. Periaux, K. Papailiou & T. Fogarty, eds). International Center for Numerical Methods in Engineering (CIMNE), Barcelona, Spain, pp. 95-100.
    • (2002) Evolutionary Methods for Design, Optimisation and Control , pp. 95-100
    • Zitzler, E.1    Laumanns, M.2    Thiele, L.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.