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Volumn , Issue , 2012, Pages 2954-2963

A performance comparison of differential evolution and genetic algorithm variants applied to water distribution system optimization

Author keywords

Differential evolution; Genetic algorithm; Optimization; Water distribution systems

Indexed keywords

DE ALGORITHMS; DIFFERENTIAL EVOLUTION; DIFFERENTIAL EVOLUTION ALGORITHMS; HANOI PROBLEM; NEW YORK; OPTIMIZATION TOOLS; PERFORMANCE COMPARISON; SEARCH PERFORMANCE; SOLUTION QUALITY; WATER DISTRIBUTIONS;

EID: 84866082198     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1061/9780784412312.296     Document Type: Conference Paper
Times cited : (12)

References (25)
  • 2
    • 0029776836 scopus 로고    scopus 로고
    • An improved genetic algorithm for pipe network optimization
    • Dandy, G. C., Simpson, A. R., and Murphy, L. J. (1996). "An improved genetic algorithm for pipe network optimization." Water Resources Research, 32(2), 449-457.
    • (1996) Water Resources Research , vol.32 , Issue.2 , pp. 449-457
    • Dandy, G.C.1    Simpson, A.R.2    Murphy, L.J.3
  • 5
    • 0033729054 scopus 로고    scopus 로고
    • An efficient constraint handling method for genetic algorithms
    • Deb, K. (2000). "An efficient constraint handling method for genetic algorithms." J Comput. Methods Appl. Mech. Engrg., 186,311-338.
    • (2000) J Comput. Methods Appl. Mech. Engrg. , vol.186 , pp. 311-338
    • Deb, K.1
  • 6
    • 0038363680 scopus 로고    scopus 로고
    • Optimisation of water distribution network design using shuffled frog leaping algorithm
    • Eusuff, M. M., and Lansey, K. E. (2003). "Optimisation of water distribution network design using shuffled frog leaping algorithm." J. Water Resources Planning and Management, 129(3), 210-225.
    • (2003) J. Water Resources Planning and Management , vol.129 , Issue.3 , pp. 210-225
    • Eusuff, M.M.1    Lansey, K.E.2
  • 7
    • 0036304087 scopus 로고    scopus 로고
    • Harmony search optimization: Application to pipe network design
    • Geem, Z. W., Kim, J. H., and Loganathan, G. V. (2002). "Harmony search optimization: application to pipe network design." Int. J. Model. Simulat., 22(2), 125-133.
    • (2002) Int. J. Model. Simulat. , vol.22 , Issue.2 , pp. 125-133
    • Geem, Z.W.1    Kim, J.H.2    Loganathan, G.V.3
  • 8
    • 73349140182 scopus 로고    scopus 로고
    • Optimal water distribution network design with honey-bee mating optimization
    • Mohan, S., and Babu, K. S. J. (2010). "Optimal water distribution network design with honey-bee mating optimization." Journal of Computing in Civil Engineering, 24(1), 117-126.
    • (2010) Journal of Computing in Civil Engineering , vol.24 , Issue.1 , pp. 117-126
    • Mohan, S.1    Babu, K.S.J.2
  • 9
    • 3142742523 scopus 로고    scopus 로고
    • A simple and global optimization algorithm for engineering problems: Differential evolution algorithm
    • Karaboga, D., and Okdem, S. (2004). "A simple and global optimization algorithm for engineering problems: differential evolution algorithm." Turkish Journal of Electrical Engineering & Computing Science, 12(1), 53-60.
    • (2004) Turkish Journal of Electrical Engineering & Computing Science , vol.12 , Issue.1 , pp. 53-60
    • Karaboga, D.1    Okdem, S.2
  • 10
    • 34548386221 scopus 로고    scopus 로고
    • Scatter search heuristic for least-cost design of water distribution networks
    • Lin, M.-D., Liu, Y.-H., Liu, G.-F., and Chu, C.-W. (2007). "Scatter search heuristic for least-cost design of water distribution networks." Engineering Optimization, 39(7), 857-876.
    • (2007) Engineering Optimization , vol.39 , Issue.7 , pp. 857-876
    • Lin, M.-D.1    Liu, Y.-H.2    Liu, G.-F.3    Chu, C.-W.4
  • 11
    • 0033156903 scopus 로고    scopus 로고
    • Robust water system design with commercial intelligent search optimizers
    • Lippai, I., Heaney, J. P., and Laguna, M. (1999). "Robust water system design with commercial intelligent search optimizers." Journal of Computing in Civil Engineering, 13(3), 135-143.
    • (1999) Journal of Computing in Civil Engineering , vol.13 , Issue.3 , pp. 135-143
    • Lippai, I.1    Heaney, J.P.2    Laguna, M.3
  • 13
    • 0038363689 scopus 로고    scopus 로고
    • Ant colony optimization for the design of water distribution systems
    • Maier, H. R., et al. (2003). "Ant colony optimization for the design of water distribution systems." J. Water Resources Planning and Management, 129(3), 200-209.
    • (2003) J. Water Resources Planning and Management , vol.129 , Issue.3 , pp. 200-209
    • Maier, H.R.1
  • 14
    • 34249045982 scopus 로고    scopus 로고
    • An adaptive heuristic cross-entropy algorithm for optimal design of water distribution systems
    • Perelman, L., and Ostfeld, A. (2007). "An adaptive heuristic cross-entropy algorithm for optimal design of water distribution systems." Engineering Optimization, 39(4), 413-428.
    • (2007) Engineering Optimization , vol.39 , Issue.4 , pp. 413-428
    • Perelman, L.1    Ostfeld, A.2
  • 16
    • 33745439821 scopus 로고    scopus 로고
    • Genetic Algorithms foe the design of looped irrigation water distribution networks
    • doi:10.1029/2005WR004383
    • Reca, J., and Martinez, J. (2006) "Genetic Algorithms foe the design of looped irrigation water distribution networks." Water Resources Research, 42, W05416,doi:10.1029/2005WR004383.
    • (2006) Water Resources Research , vol.42
    • Reca, J.1    Martinez, J.2
  • 17
  • 18
    • 0003853519 scopus 로고
    • Differential evolution - A simple and efficient adaptive scheme for global optimization over continuous space
    • Berkeley, CA
    • Storn, R., and Price, K. (1995). "Differential Evolution-A Simple and Efficient Adaptive Scheme for Global Optimization over Continuous Space." Technical Report, International Computer Science Institute, Berkeley, CA.
    • (1995) Technical Report, International Computer Science Institute
    • Storn, R.1    Price, K.2
  • 19
    • 33749242107 scopus 로고    scopus 로고
    • Design of water distribution networks using particle swarm optimization
    • Suribabu, C. R., and Neelakantan T. R. (2006). "Design of water distribution networks using particle swarm optimization." Urban Water J., 3(2), 111-120.
    • (2006) Urban Water J. , vol.3 , Issue.2 , pp. 111-120
    • Suribabu, C.R.1    Neelakantan, T.R.2
  • 20
    • 75149113559 scopus 로고    scopus 로고
    • Differential evolution algorithm for optimal design of water distribution networks
    • Suribabu, C. R. (2010). "Differential evolution algorithm for optimal design of water distribution networks." Journal of Hydroinformatics, 12 (1), 66-82.
    • (2010) Journal of Hydroinformatics , vol.12 , Issue.1 , pp. 66-82
    • Suribabu, C.R.1
  • 21
    • 4344714817 scopus 로고    scopus 로고
    • A comparative study of differential evolution, particle swarm optimization, and evolutionary algorithms on numerical benchmark problems
    • Vesterstrom, J., and Thomsen, R. (2004) "A comparative study of differential evolution, particle swarm optimization, and evolutionary algorithms on numerical benchmark problems." Proc., Evoluti. Comput., CEC2004. Congress on, 1980-1987 Vol.1982.
    • (2004) Proc., Evoluti. Comput., CEC2004. Congress on , vol.1982 , pp. 1980-1987
    • Vesterstrom, J.1    Thomsen, R.2
  • 22
    • 77949289342 scopus 로고    scopus 로고
    • Optimization of water distribution network design using differential evolution
    • Vasan, A., and Simonovic, S. P. (2010). "Optimization of water distribution network design using differential evolution." Journal of Water Resources Planning and Management, 136(2), 279-287.
    • (2010) Journal of Water Resources Planning and Management , vol.136 , Issue.2 , pp. 279-287
    • Vasan, A.1    Simonovic, S.P.2
  • 23
    • 80052306070 scopus 로고    scopus 로고
    • A combined NLP-differential evolution algorithm approach for the optimization of looped water distribution systems
    • Zheng, F., Simpson, A. R., and Zecchin, A. C. (2011a). "A combined NLP-differential evolution algorithm approach for the optimization of looped water distribution systems." Water Resour. Res., 47(8), W08531.
    • (2011) Water Resour. Res. , vol.47 , Issue.8
    • Zheng, F.1    Simpson, A.R.2    Zecchin, A.C.3
  • 25
    • 79960432448 scopus 로고    scopus 로고
    • Performance study of differential evolution with various mutation strategies applied to water distribution system optimization
    • ASCE
    • Zheng, F., Simpson, A. R., and Zecchin, A. (2011c) "Performance Study of Differential Evolution with Various Mutation Strategies Applied to Water Distribution System Optimization." Proc., World Environmental and Water Resources Congress 2011, ASCE, 166-176.
    • (2011) Proc., World Environmental and Water Resources Congress 2011 , pp. 166-176
    • Zheng, F.1    Simpson, A.R.2    Zecchin, A.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.