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Volumn 18, Issue 2, 2010, Pages 199-228

Enabling the extended compact genetic algorithm for real-parameter optimization by using adaptive discretization

Author keywords

ECGA; Economic dispatch; EDA; Estimation of distribution algorithm; Real parameter optimization; SoD; Split on demand; Valve point effect

Indexed keywords

ALGORITHM; ARTICLE; PROBABILITY; THEORETICAL MODEL;

EID: 77952912846     PISSN: 10636560     EISSN: 15309304     Source Type: Journal    
DOI: 10.1162/evco.2010.18.2.18202     Document Type: Article
Times cited : (17)

References (58)
  • 9
    • 0037400472 scopus 로고    scopus 로고
    • Hybrid real coded genetic algorithm solution to economic dispatch problem
    • Baskar, S., Subbaraj, P., and Rao, M. V. C. (2003). Hybrid real coded genetic algorithm solution to economic dispatch problem. Computers and Electrical Engineering, 29(3):407-419.
    • (2003) Computers and Electrical Engineering , vol.29 , Issue.3 , pp. 407-419
    • Baskar, S.1    Subbaraj, P.2    Rao, M.V.C.3
  • 13
    • 0029409018 scopus 로고
    • Large-scale economic-dispatch by genetic algorithm
    • Chen, P. H., and Chang, H. C. (1995). Large-scale economic-dispatch by genetic algorithm. IEEE Transactions on Power Systems, 10(4):1919-1926.
    • (1995) IEEE Transactions On Power Systems , vol.10 , Issue.4 , pp. 1919-1926
    • Chen, P.H.1    Chang, H.C.2
  • 16
    • 0042526087 scopus 로고    scopus 로고
    • Particle swarm optimization to solving the economic dispatch considering the generator constraints
    • Gaing, Z. L. (2003). Particle swarm optimization to solving the economic dispatch considering the generator constraints. IEEE Transactions on Power Systems, 18(3):1187-1195.
    • (2003) IEEE Transactions On Power Systems , vol.18 , Issue.3 , pp. 1187-1195
    • Gaing, Z.L.1
  • 17
    • 22944491997 scopus 로고    scopus 로고
    • The design of innovation: Lessons from and for competent genetic algorithms
    • Dordrecht, The Netherlands: Kluwer Academic Publishers
    • Goldberg, D. E. (2002). The design of innovation: Lessons from and for competent genetic algorithms, Vol. 7 of Genetic algorithms and evolutionary computation. Dordrecht, The Netherlands: Kluwer Academic Publishers.
    • (2002) Genetic Algorithms and Evolutionary Computation , vol.7
    • Goldberg, D.E.1
  • 18
    • 0000904077 scopus 로고
    • Messy genetic algorithms: Motivation, analysis, and first results
    • Goldberg, D. E., Korb, B., and Deb, K. (1989). Messy genetic algorithms: Motivation, analysis, and first results. Complex Systems, 3(5):493-530.
    • (1989) Complex Systems , vol.3 , Issue.5 , pp. 493-530
    • Goldberg, D.E.1    Korb, B.2    Deb, K.3
  • 19
    • 33845271655 scopus 로고    scopus 로고
    • The CMA evolution strategy: A comparing review
    • In J. A. Lozano, P. Larrañaga, I. Inza, and E. Bengoetxea (Eds.), Studies in fuzziness and soft computing, Berlin: Springer
    • Hansen, N. (2006). The CMA evolution strategy: A comparing review. In J. A. Lozano, P. Larrañaga, I. Inza, and E. Bengoetxea (Eds.), Towards a new evolutionary computation. Advances on estimation of distribution algorithms, Vol. 192 of Studies in fuzziness and soft computing, pp. 75-102. Berlin: Springer.
    • (2006) Towards a New Evolutionary Computation. Advances On Estimation of Distribution Algorithms , vol.192 , pp. 75-102
    • Hansen, N.1
  • 20
    • 0003738581 scopus 로고    scopus 로고
    • IlliGAL Report No. 99010, University of Illinois at Urbana-Champaign, Illinois Genetic Algorithms Laboratory, Urbana
    • Harik, G. R. (1999). Linkage learning via probabilistic modeling in the ECGA. IlliGAL Report No. 99010, University of Illinois at Urbana-Champaign, Illinois Genetic Algorithms Laboratory, Urbana.
    • (1999) Linkage Learning Via Probabilistic Modeling In the ECGA
    • Harik, G.R.1
  • 25
    • 1642357278 scopus 로고    scopus 로고
    • Estimation of distribution algorithms: A new tool for evolutionary computation
    • Dordrecht, The Netherlands: Kluwer Academic Publishers
    • Larrañaga, P., and Lozano, J. A. (2001). Estimation of distribution algorithms: A new tool for evolutionary computation, Vol. 2 of Genetic algorithms and evolutionary computation. Dordrecht, The Netherlands: Kluwer Academic Publishers.
    • (2001) Genetic Algorithms and Evolutionary Computation , vol.2
    • Larrañaga, P.1    Lozano, J.A.2
  • 28
    • 0036473939 scopus 로고    scopus 로고
    • An improved TABU search for economic dispatch with multiple minima
    • Lin, W. M., Cheng, F. S., and Tsay, M. T. (2002). An improved TABU search for economic dispatch with multiple minima. IEEE Transactions on Power Systems, 17(1):108-112.
    • (2002) IEEE Transactions On Power Systems , vol.17 , Issue.1 , pp. 108-112
    • Lin, W.M.1    Cheng, F.S.2    Tsay, M.T.3
  • 30
    • 15544390134 scopus 로고    scopus 로고
    • The estimation of distributions and the minimum relative entropy principle
    • Mühlenbein, H., and Höns, R. (2005). The estimation of distributions and the minimum relative entropy principle. Evolutionary Computation, 13(1):1-27.
    • (2005) Evolutionary Computation , vol.13 , Issue.1 , pp. 1-27
    • Mühlenbein, H.1    Höns, R.2
  • 31
    • 0033258156 scopus 로고    scopus 로고
    • FDA: A scalable evolutionary algorithm for the optimization of additively decomposed functions
    • M̈uhlenbein, H., and Mahnig, T
    • M̈uhlenbein, H., and Mahnig, T. (1999). FDA: A scalable evolutionary algorithm for the optimization of additively decomposed functions. Evolutionary Computation, 7(4):353-376.
    • (1999) Evolutionary Computation , vol.7 , Issue.4 , pp. 353-376
  • 32
    • 84958959530 scopus 로고    scopus 로고
    • From recombination of genes to the estimation of distributions I. binary parameters
    • M̈uhlenbein, H., and Paaß, G
    • M̈uhlenbein, H., and Paaß, G. (1996). From recombination of genes to the estimation of distributions I. binary parameters. In Proceedings of PPSN IV, pp. 178-187.
    • (1996) Proceedings of PPSN IV , pp. 178-187
  • 33
    • 0000238336 scopus 로고
    • A simplex method for function minimization
    • Nelder, J. A., and Mead, R. (1965). A simplex method for function minimization. Computer Journal, 7:308-315.
    • (1965) Computer Journal , vol.7 , pp. 308-315
    • Nelder, J.A.1    Mead, R.2
  • 35
    • 13844317036 scopus 로고    scopus 로고
    • A particle swarm optimization for economic dispatch with nonsmooth cost functions
    • Park, J. B., Lee, K. S., Shin, J. R., and Lee, K. Y. (2005). A particle swarm optimization for economic dispatch with nonsmooth cost functions. IEEE Transactions on Power Systems, 20(1):34-42.
    • (2005) IEEE Transactions On Power Systems , vol.20 , Issue.1 , pp. 34-42
    • Park, J.B.1    Lee, K.S.2    Shin, J.R.3    Lee, K.Y.4
  • 39
    • 0141844529 scopus 로고    scopus 로고
    • Getting the best of both worlds: Discrete and continuous genetic and evolutionary algorithms in concert
    • Pelikan, M., Goldberg, D. E., and Tsutsui, S. (2003). Getting the best of both worlds: Discrete and continuous genetic and evolutionary algorithms in concert. Information Science, 156:147-171.
    • (2003) Information Science , vol.156 , pp. 147-171
    • Pelikan, M.1    Goldberg, D.E.2    Tsutsui, S.3
  • 40
  • 46
    • 0029253064 scopus 로고
    • Refined genetic algorithm-Economic-dispatch example
    • Sheble, G. B., and Brittig, K. (1995). Refined genetic algorithm-Economic-dispatch example. IEEE Transactions on Power Systems, 10(1):117-124.
    • (1995) IEEE Transactions On Power Systems , vol.10 , Issue.1 , pp. 117-124
    • Sheble, G.B.1    Brittig, K.2
  • 52
    • 2042536680 scopus 로고    scopus 로고
    • Hybrid PSO-SQP for economic dispatch with valve-point effect
    • Victoire, T. A. A., and Jeyakumar, A. E. (2004a). Hybrid PSO-SQP for economic dispatch with valve-point effect. Electric Power Systems Research, 71(1):51-59.
    • (2004) Electric Power Systems Research , vol.71 , Issue.1 , pp. 51-59
    • Victoire, T.A.A.1    Jeyakumar, A.E.2
  • 53
    • 9244261936 scopus 로고    scopus 로고
    • Particle swarm optimization to solving the economic dispatch considering the generator constraints
    • Victoire, T. A. A., and Jeyakumar, A. E. (2004b). Particle swarm optimization to solving the economic dispatch considering the generator constraints. IEEE Transactions on Power Systems, 19(4):2121-2122.
    • (2004) IEEE Transactions On Power Systems , vol.19 , Issue.4 , pp. 2121-2122
    • Victoire, T.A.A.1    Jeyakumar, A.E.2
  • 54
    • 0027646347 scopus 로고
    • Genetic algorithm solution of economic dispatch with valve point loading
    • Walters, D. C., and Sheble, G. B. (1993). Genetic algorithm solution of economic dispatch with valve point loading. IEEE Transaction on Power Systems, 8(3):1325-1332.
    • (1993) IEEE Transaction On Power Systems , vol.8 , Issue.3 , pp. 1325-1332
    • Walters, D.C.1    Sheble, G.B.2
  • 55
    • 0032075195 scopus 로고    scopus 로고
    • Evolutionary-programming-based algorithm for environmentally-constrained economic dispatch
    • Wong, K. P., and Yuryevich, J. (1998). Evolutionary-programming-based algorithm for environmentally-constrained economic dispatch. IEEE Transactions on Power Systems, 13(2):301-306.
    • (1998) IEEE Transactions On Power Systems , vol.13 , Issue.2 , pp. 301-306
    • Wong, K.P.1    Yuryevich, J.2
  • 57
    • 0030084669 scopus 로고    scopus 로고
    • Evolutionary programming based economic dispatch for units with non-smooth fuel cost functions
    • Yang, H. T., Yang, P. C., and Huang, C. L. (1996). Evolutionary programming based economic dispatch for units with non-smooth fuel cost functions. IEEE Transactions on Power Systems, 11(1):112-117.
    • (1996) IEEE Transactions On Power Systems , vol.11 , Issue.1 , pp. 112-117
    • Yang, H.T.1    Yang, P.C.2    Huang, C.L.3
  • 58
    • 27144452525 scopus 로고    scopus 로고
    • Experimental results for the special session on real-parameter optimization at CEC 2005: A simple, continuous EDA
    • Yuan, B., and Gallagher, M. (2005). Experimental results for the special session on real-parameter optimization at CEC 2005: A simple, continuous EDA. In Proceedings of the IEEE Congress on Evolutionary Computation (CEC-2005), pp. 1792-1799.
    • (2005) Proceedings of The IEEE Congress On Evolutionary Computation (CEC-2005) , pp. 1792-1799
    • Yuan, B.1    Gallagher, M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.