메뉴 건너뛰기




Volumn 13, Issue 9, 2012, Pages 674-686

A comparative study of differential evolution and genetic algorithms for optimizing the design of water distribution systems

Author keywords

Differential evolution (DE); Genetic algorithms (GAs); Optimization; Water distribution systems (WDSs)

Indexed keywords

COMPARATIVE STUDIES; COMPREHENSIVE PERFORMANCE; DE ALGORITHMS; DECISION VARIABLES; DIFFERENTIAL EVOLUTION; DIFFERENTIAL EVOLUTION ALGORITHMS; EFFECTIVE PARAMETERS; OPTIMIZATION ALGORITHMS; SOLUTION QUALITY;

EID: 84869040808     PISSN: 1673565X     EISSN: 18621775     Source Type: Journal    
DOI: 10.1631/jzus.A1200072     Document Type: Article
Times cited : (45)

References (31)
  • 1
    • 0017634827 scopus 로고
    • Design of water distribution systems
    • [doi101029/WR013I006P00885]
    • Alperovits, E., Shamir, U., 1977. Design of water distribution systems. Water Resource Research, 13(6):885-900. [doi:10.1029/WR013I006P00885]
    • (1977) Water Resource Research , vol.13 , Issue.6 , pp. 885-900
    • Alperovits, E.1    Shamir, U.2
  • 2
    • 0027010211 scopus 로고
    • A critical study of the linear programming gradient method for optimal design of water supply networks
    • DOI 10.1029/92WR00555
    • Bhave, P.R., Sonak, V.V., 1992. A critical study of the linear programming gradient method of optimal design of water supply networks. Water Resource Research, 28(6):1577-1584. [doi:10.1029/92wr00555] (Pubitemid 23373228)
    • (1992) Water Resources Research , vol.28 , Issue.6 , pp. 1577-1584
    • Bhave, P.R.1    Sonak, V.V.2
  • 3
    • 77249111697 scopus 로고    scopus 로고
    • Genetic heritage evolution by stochastic transmission in the optimal design of water distribution networks
    • [doi101016/j advengsoft2009.12.020]
    • Bolognesi, A., Bragalli, C., Marchi, A., Artina, S., 2010. Genetic heritage evolution by stochastic transmission in the optimal design of water distribution networks. Advances in Engineering Software, 41(5):792-801. [doi:10.1016/j. advengsoft.2009.12.020]
    • (2010) Advances in Engineering Software , vol.41 , Issue.5 , pp. 792-801
    • Bolognesi, A.1    Bragalli, C.2    Marchi, A.3    Artina, S.4
  • 4
    • 2342512875 scopus 로고    scopus 로고
    • Tabu search algorithms for water network optimization: Simulated annealing approach
    • [doi:10.1016/S0377-2217(03)00242-X]
    • da Conceição Cunha, M., Rebeiro, L., 2004. Tabu search algorithms for water network optimization: simulated annealing approach. European Journal of Operational Research, 157(3):746-758. [doi:10.1016/S0377- 2217(03)00242-X]
    • (2004) European Journal of Operational Research , vol.157 , Issue.3 , pp. 746-758
    • Da Conceição Cunha, M.1    Rebeiro, L.2
  • 6
    • 0033729054 scopus 로고    scopus 로고
    • An efficient constraint handling method for genetic algorithms
    • [doi:10. 1016/s0045-7825(99)00389-8]
    • Deb, K., 2000. An efficient constraint handling method for genetic algorithms. Computer Methods in Applied Mechanics and Engineering, 186(2-4):311-338. [doi:10. 1016/s0045-7825(99)00389-8]
    • (2000) Computer Methods in Applied Mechanics and Engineering , vol.186 , Issue.2-4 , pp. 311-338
    • Deb, K.1
  • 7
    • 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. Optimisation of water distribution network design using shuffled frog leaping algorithm. Journal of Water Resource Planning and Management, 129(3):210-225. [doi:10.1061/(ASCE)0733-9496(2003)129: 3(210)] (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
  • 8
    • 0025050302 scopus 로고
    • A two-phase decomposition method for optimal design of looped water distribution networks
    • DOI 10.1029/89WR02879, Reportnr 89WRO2879
    • Fujiwara, O., Khang, D.B., 1990. A two-phase decomposition method for optimal design of looped water distribution networks. Water Resource Research, 26(4):539-549. [doi:10.1029/WR026i004p00539] (Pubitemid 247466)
    • (1990) Water Resources Research , vol.26 , Issue.4 , pp. 539-549
    • Fujiwara, O.1    Khang, D.B.2
  • 9
    • 33646268618 scopus 로고    scopus 로고
    • Optimal cost design of water distribution networks using harmony search
    • [doi101080/03052150500467430]
    • Geem, Z.W., 2006. Optimal cost design of water distribution networks using harmony search. Engineering Optimization, 38(3):259-280. [doi:10.1080/03052150500467430]
    • (2006) Engineering Optimization , vol.38 , Issue.3 , pp. 259-280
    • Geem, Z.W.1
  • 10
    • 70449585663 scopus 로고    scopus 로고
    • Particle-swarm harmony search for water network design
    • [doi101080/03052150802449227]
    • Geem, Z.W., 2009. Particle-swarm harmony search for water network design. Engineering Optimization, 41(5):297-311. [doi:10.1080/03052150802449227]
    • (2009) Engineering Optimization , vol.41 , Issue.5 , pp. 297-311
    • Geem, Z.W.1
  • 12
    • 0032947808 scopus 로고    scopus 로고
    • Genetic algorithm for optimization of water distribution systems
    • DOI 10.1016/S1364-8152(98)00089-9, PII S1364815298000899
    • Gupta, I., Gupta, A., Khanna, P., 1999. Genetic algorithm for optimization of water distribution systems. Environmental Modeling & Software, 14(5):437-446. [doi:10.1016/ S1364-8152(98)00089-9] (Pubitemid 29216121)
    • (1999) Environmental Modelling and Software , vol.14 , Issue.5 , pp. 437-446
    • Gupta, I.1    Gupta, A.2    Khanna, P.3
  • 13
    • 39549112078 scopus 로고    scopus 로고
    • Optimal design of water networks using a modified genetic algorithm with reduction in search space
    • DOI 10.1061/(ASCE)0733-9496(2008)134:2(147)
    • Kadu, M.S., Gupta, R., Bhave, P.R., 2008. Optimal design of water networks using a modified genetic algorithm. Journal of Water Resource Planning and Management, 134(2):147-160. [doi:10.1061/1031(ASCE)0733-9496 (2008)134:2(147)] (Pubitemid 351279620)
    • (2008) Journal of Water Resources Planning and Management , vol.134 , Issue.2 , pp. 147-160
    • Kadu, M.S.1    Gupta, R.2    Bhave, P.R.3
  • 15
    • 33646233268 scopus 로고    scopus 로고
    • Genetic algorithms for optimal augmentation of water distribution networks
    • Lee, S.C., Lee, S.I., 2001. Genetic algorithms for optimal augmentation of water distribution networks. Journal of Korean Water Resource Association, 34(5):567-575.
    • (2001) Journal of Korean Water Resource Association , vol.34 , Issue.5 , pp. 567-575
    • Lee, S.C.1    Lee, S.I.2
  • 17
    • 73349140182 scopus 로고    scopus 로고
    • Optimal water distribution network design with honey-bee mating optimization
    • [doi:10.1061/(ASCE)CP.1943-5487.0000018]
    • Mohan, S., Jinesh Babu, K.S., 2010. Optimal water distribution network design with Honey-Bee mating optimization. Journal of Computing in Civil Engineering, 24(1):117-126. [doi:10.1061/(ASCE)CP.1943-5487.0000018]
    • (2010) Journal Of Computing In Civil Engineering , vol.24 , Issue.1 , pp. 117-126
    • Mohan, S.1    Jinesh Babu, K.S.2
  • 18
    • 1642538302 scopus 로고    scopus 로고
    • Multiobjective genetic algorithms for design of water distribution networks
    • [doi:10.1061/(ASCE)0733-9496(2004)1301(73)]
    • Prasad, D.T., Park, N.S., 2004. Multiobjective genetic algorithms for design of water distribution networks. Journal of Water Resource Planning and Management, 130(1): 73-82. [doi:10.1061/(ASCE)0733-9496(2004)130:1(73)]
    • (2004) Journal Of Water Resource Planning And Management , vol.130 , Issue.1 , pp. 73-82
    • Prasad, D.T.1    Park, N.S.2
  • 19
    • 33745439821 scopus 로고    scopus 로고
    • Genetic algorithms for the design of looped irrigation water distribution networks
    • doi:10.1029/2005 WR004383]
    • Reca, J., Martínez, J., 2006. Genetic algorithms for the design of looped irrigation water distribution networks. Water Resource Research, 42:W05416. [doi:10.1029/2005 WR004383]
    • (2006) Water Resource Research , vol.42
    • Reca, J.1    Martínez, J.2
  • 21
    • 0031103928 scopus 로고    scopus 로고
    • Genetic algorithms for least-cost design of water distribution networks
    • [doi:10.1061/(ASCE)0733-9496(1997)1232(67)]
    • Savic, D.A., Walters, G.A., 1997. Genetic algorithms for least-cost design of water distribution networks. Journal of Water Resource Planning and Management, 123(2):67-77. [doi:10.1061/(ASCE)0733-9496(1997)123:2(67)]
    • (1997) Journal Of Water Resource Planning And Management , vol.123 , Issue.2 , pp. 67-77
    • Savic, D.A.1    Walters, G.A.2
  • 23
    • 0028468976 scopus 로고
    • Genetic algorithms compared to other techniques for pipe optimization
    • Simpson, A.R., Dandy, G.C., Murphy, L.J., 1994. Genetic algorithms compared to other techniques for pipe optimization. Journal of Water Resource Planning and Management, 120(4):423-443. [doi:10.1061/(ASCE)0733-9496 (1994)120:4(423)] (Pubitemid 290361)
    • (1994) Journal of Water Resources Planning & Management - ASCE , vol.120 , Issue.4 , pp. 423-443
    • Simpson, A.R.1    Dandy, G.C.2    Murphy, L.J.3
  • 25
    • 0142000477 scopus 로고    scopus 로고
    • Differential Evolution - A Simple and Efficient Heuristic for Global Optimization over Continuous Spaces
    • Storn, R., Price, K.V., 1997. Differential evolution-a simple and efficient heuristic for global optimization over continuous spaces. Journal of Global Optimization, 11(4): 341-359. [doi:10.1023/A:1008202821328] (Pubitemid 127502202)
    • (1997) Journal of Global Optimization , vol.11 , Issue.4 , pp. 341-359
    • Storn, R.1    Price, K.2
  • 26
    • 33749242107 scopus 로고    scopus 로고
    • Design of water distribution networks using particle swarm optimization
    • DOI 10.1080/15730620600855928, PII G7386T7271608323
    • Suribabu, C.R., Neelakantan, T.R., 2006. Design of water distribution networks using particle swarm optimization. Journal of Urban Water, 3(2):111-120. [doi:10.1080/ 15730620600855928] (Pubitemid 44480434)
    • (2006) Urban Water Journal , vol.3 , Issue.2 , pp. 111-120
    • Suribabu, C.R.1    Neelakantan, T.R.2
  • 27
    • 79958022381 scopus 로고    scopus 로고
    • Hybrid discrete dynamically dimensioned search (hd-dds) algorithm for water distribution system design optimization
    • doi:10.1029/2008WR007673]
    • Tolson, B.A., Asadzadeh, M., Maier, H.R., Zecchin, A.C., 2009. Hybrid discrete dynamically dimensioned search (HD-DDS) algorithm for water distribution system design optimization. Water Resources Research, 45:W12416. [doi:10.1029/2008WR007673]
    • (2009) Water Resources Research , vol.45
    • Tolson, B.A.1    Asadzadeh, M.2    Maier, H.R.3    Zecchin, A.C.4
  • 28
    • 0031468633 scopus 로고    scopus 로고
    • Optimal design of water distribution systems using an nlp method
    • [doi:10.1061/(ASCE)0733-9372(1997)1234(381)]
    • Varma, K.V.K., Narasimhan, S., Bhallamudi, S.M., 1997. Optimal design of water distribution systems using an NLP method. Journal of Environmental Engineering, 123(4):381-388. [doi:10.1061/(ASCE)0733-9372(1997) 123:4(381)]
    • (1997) Journal Of Environmental Engineering , vol.123 , Issue.4 , pp. 381-388
    • Varma, K.V.K.1    Narasimhan, S.2    Bhallamudi, S.M.3
  • 29
    • 84856135037 scopus 로고    scopus 로고
    • A method of assessing the performance of genetic algorithm optimization water distribution design
    • American Society of Civil Engineers, Reston, USA, [doi:10.1061/41203(425) 72]
    • Zheng, F., Simpson, A.R., Zecchin, A.C., 2010. A Method of Assessing the Performance of Genetic Algorithm Optimization Water Distribution Design. Proceedings of the 12th Water Distribution System Analysis Symposium, Tucson, USA. American Society of Civil Engineers, Reston, USA, p.771-785. [doi:10.1061/41203(425)72]
    • (2010) Proceedings of the 12th Water Distribution System Analysis Symposium, Tucson, USA , pp. 771-785
    • Zheng, F.1    Simpson, A.R.2    Zecchin, A.C.3
  • 30
    • 80052306070 scopus 로고    scopus 로고
    • A combined nlp-differential evolution algorithm approach for the optimization of looped water distribution systems
    • doi:10.1029/2011 WR010394]
    • Zheng, F., Simpson, A.R., Zecchin, A.C., 2011. A combined NLP-differential evolution algorithm approach for the optimization of looped water distribution systems. Water Resources Research, 47:W08531. [doi:10.1029/2011 WR010394]
    • (2011) Water Resources Research , vol.47
    • Zheng, F.1    Simpson, A.R.2    Zecchin, A.C.3
  • 31
    • 84874586276 scopus 로고    scopus 로고
    • A self-adaptive differential evolution algorithm applied to water distribution system optimization
    • in press. [doi:10.1061/(ASCE)CP.1943-5487.0000208)]
    • Zheng, F., Zecchin, A.C., Simpson, A.R., 2012. A self-adaptive differential evolution algorithm applied to water distribution system optimization. Journal of Computing in Civil Engineering ASCE, in press. [doi:10.1061/(ASCE)CP. 1943-5487.0000208)]
    • (2012) Journal of Computing in Civil Engineering ASCE
    • Zheng, F.1    Zecchin, A.C.2    Simpson, A.R.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.