메뉴 건너뛰기




Volumn 3, Issue 2, 2012, Pages 149-165

An alternative differential evolution algorithm for global optimization

Author keywords

Differential evolution; Directed mutation; Dynamic non linear crossover; Global optimization; Modified BGA mutation

Indexed keywords


EID: 84859156273     PISSN: 20901232     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jare.2011.06.004     Document Type: Article
Times cited : (89)

References (27)
  • 1
    • 33847253344 scopus 로고    scopus 로고
    • An extended mind evolutionary computation model for optimizations
    • Jie J., Zeng J., Han C. An extended mind evolutionary computation model for optimizations. Appl.Math.Comput. 2007, 185(2):1038-1049.
    • (2007) Appl.Math.Comput. , vol.185 , Issue.2 , pp. 1038-1049
    • Jie, J.1    Zeng, J.2    Han, C.3
  • 3
    • 84859443208 scopus 로고
    • Differential evolution - a simple and efficient adaptive scheme for global optimization over continuous spaces, Technical Report TR-95-012. ICSI.
    • Storn R, Price K. Differential evolution - a simple and efficient adaptive scheme for global optimization over continuous spaces, 1995; Technical Report TR-95-012. ICSI.
    • (1995)
    • Storn, R.1    Price, K.2
  • 4
    • 0142000477 scopus 로고    scopus 로고
    • Differential evolution - a simple and efficient heuristic for global optimization over continuous spaces
    • Storn R., Price K. Differential evolution - a simple and efficient heuristic for global optimization over continuous spaces. J Global Optim 1997, 11(4):341-359.
    • (1997) J Global Optim , vol.11 , Issue.4 , pp. 341-359
    • Storn, R.1    Price, K.2
  • 6
    • 65749094710 scopus 로고    scopus 로고
    • Differential evolution using a neighborhood-based mutation operator
    • Das S., Abraham A., Chakraborty U.K., Konar A. Differential evolution using a neighborhood-based mutation operator. IEEE Trans Evol Comput 2009, 13(3):526-553.
    • (2009) IEEE Trans Evol Comput , vol.13 , Issue.3 , pp. 526-553
    • Das, S.1    Abraham, A.2    Chakraborty, U.K.3    Konar, A.4
  • 7
    • 0033666429 scopus 로고    scopus 로고
    • Parameter estimation of a bio-reaction model by hybrid differential evolution
    • Wang F.S., Jang H.J. Parameter estimation of a bio-reaction model by hybrid differential evolution. 2005 IEEE Congr Evol Comput 2000, 1:410-417.
    • (2000) 2005 IEEE Congr Evol Comput , vol.1 , pp. 410-417
    • Wang, F.S.1    Jang, H.J.2
  • 8
    • 27144452539 scopus 로고    scopus 로고
    • Differential evolution methods for unsupervised image classification
    • The 2005 IEEE Congress on Evolutionary Computation, Sep 2-5
    • Omran MGH, Engelbrecht AP, Salman A. Differential evolution methods for unsupervised image classification. The 2005 IEEE Congress on Evolutionary Computation, vol. 2, Sep 2-5; 2005. p. 966-73.
    • (2005) , vol.2 , pp. 966-73
    • Omran, M.G.H.1    Engelbrecht, A.P.2    Salman, A.3
  • 9
    • 54949090814 scopus 로고    scopus 로고
    • Automatic clustering using an improved differential evolution algorithm
    • Das S., Abraham A., Konar A. Automatic clustering using an improved differential evolution algorithm. IEEE Trans Syst Man Cybern A Syst Hum 2008, 38(1):218-237.
    • (2008) IEEE Trans Syst Man Cybern A Syst Hum , vol.38 , Issue.1 , pp. 218-237
    • Das, S.1    Abraham, A.2    Konar, A.3
  • 10
    • 67650165644 scopus 로고    scopus 로고
    • Design of two dimensional IIR filters with modern search heuristics: A comparative study
    • Das S., Konar A. Design of two dimensional IIR filters with modern search heuristics: A comparative study. Int J Comput Intell Appl 2006, 6(3):329-355.
    • (2006) Int J Comput Intell Appl , vol.6 , Issue.3 , pp. 329-355
    • Das, S.1    Konar, A.2
  • 11
    • 0032737896 scopus 로고    scopus 로고
    • Minimal representation multisensor fusion using differential evolution
    • Joshi R., Sanderson A.C. Minimal representation multisensor fusion using differential evolution. IEEE Trans Syst Man Cybern A Syst Hum 1999, 29(1):63-76.
    • (1999) IEEE Trans Syst Man Cybern A Syst Hum , vol.29 , Issue.1 , pp. 63-76
    • Joshi, R.1    Sanderson, A.C.2
  • 12
    • 4344714817 scopus 로고    scopus 로고
    • A comparative study of differential evolution, particle swarm optimization and evolutionary algorithms on numerical benchmark problems
    • IEEE Press
    • Vesterstrøm J, Thomson R. A comparative study of differential evolution, particle swarm optimization and evolutionary algorithms on numerical benchmark problems. In: Proceedings of Sixth Congress on Evolutionary Computation: IEEE Press; 2004.
    • (2004) In: Proceedings of Sixth Congress on Evolutionary Computation
    • Vesterstrøm, J.1    Thomson, R.2
  • 13
    • 40249090398 scopus 로고    scopus 로고
    • Accelerating differential evolution using an adaptive local search
    • Noman N., Iba H. Accelerating differential evolution using an adaptive local search. IEEE Trans Evol Comput 2008, 12(1):107-125.
    • (2008) IEEE Trans Evol Comput , vol.12 , Issue.1 , pp. 107-125
    • Noman, N.1    Iba, H.2
  • 14
    • 0011861529 scopus 로고    scopus 로고
    • On stagnation of the differential evolution algorithm
    • In: Ošmera P, editor. Proceedings of 6th International Mendel Conference on Soft Computing
    • Lampinen J, Zelinka I. On stagnation of the differential evolution algorithm. In: Ošmera P, editor. Proceedings of 6th International Mendel Conference on Soft Computing; 2000. p. 76-83.
    • (2000) , pp. 76-83
    • Lampinen, J.1    Zelinka, I.2
  • 16
    • 27144538386 scopus 로고    scopus 로고
    • A parameter study for differential evolution
    • In: Grmela A, Mastorakis N, editors. Advances in Intelligent Systems, Fuzzy Systems, Evolutionary Computation: WSEAS Press
    • Gämperle R, Müller SD, Koumoutsakos P. A parameter study for differential evolution. In: Grmela A, Mastorakis N, editors. Advances in Intelligent Systems, Fuzzy Systems, Evolutionary Computation: WSEAS Press; 2002. p. 293-8.
    • (2002) , pp. 293-8
    • Gämperle, R.1    Müller, S.D.2    Koumoutsakos, P.3
  • 18
    • 20444409462 scopus 로고    scopus 로고
    • A fuzzy adaptive differential evolution algorithm
    • Liu J., Lampinen J. A fuzzy adaptive differential evolution algorithm. Soft Comput 2005, 9(6):448-462.
    • (2005) Soft Comput , vol.9 , Issue.6 , pp. 448-462
    • Liu, J.1    Lampinen, J.2
  • 19
    • 33847199831 scopus 로고    scopus 로고
    • Self-adapting control parameters in differential evolution: a comparative study on numerical benchmark problems
    • Brest J., Greiner S., Boskovic B., Mernik M., Zumer V. Self-adapting control parameters in differential evolution: a comparative study on numerical benchmark problems. IEEE Trans Evol Comput 2006, 10(6):646-657.
    • (2006) IEEE Trans Evol Comput , vol.10 , Issue.6 , pp. 646-657
    • Brest, J.1    Greiner, S.2    Boskovic, B.3    Mernik, M.4    Zumer, V.5
  • 20
    • 34249984933 scopus 로고    scopus 로고
    • Empirical analysis of self-adaptive differential evolution
    • Salman A., Engelbrecht A.P., Omran M.G.H. Empirical analysis of self-adaptive differential evolution. Eur J Oper Res 2007, 183(2):785-804.
    • (2007) Eur J Oper Res , vol.183 , Issue.2 , pp. 785-804
    • Salman, A.1    Engelbrecht, A.P.2    Omran, M.G.H.3
  • 21
    • 70350405457 scopus 로고    scopus 로고
    • An effective hybrid algorithm based on simplex search and differential evolution for global optimization
    • International Conference on Intelligent Computing
    • Xu Y, Wang L, Li L. An effective hybrid algorithm based on simplex search and differential evolution for global optimization. International Conference on Intelligent Computing, 2009. p. 341-350.
    • (2009) , pp. 341-350
    • Xu, Y.1    Wang, L.2    Li, L.3
  • 22
    • 34247555427 scopus 로고    scopus 로고
    • Global optimization by an improved differential evolutionary algorithm
    • Wang Y.J., Zhang J.S. Global optimization by an improved differential evolutionary algorithm. Appl Math Comput 2007, 188(1):669-680.
    • (2007) Appl Math Comput , vol.188 , Issue.1 , pp. 669-680
    • Wang, Y.J.1    Zhang, J.S.2
  • 23
    • 0043268702 scopus 로고    scopus 로고
    • A trigonometric mutation operation to differential evolution
    • Fan H.Y., Lampinen J. A trigonometric mutation operation to differential evolution. J Global Optim 2003, 27(1):105-129.
    • (2003) J Global Optim , vol.27 , Issue.1 , pp. 105-129
    • Fan, H.Y.1    Lampinen, J.2
  • 24
    • 32444439450 scopus 로고    scopus 로고
    • Two improved differential evolution schemes for faster global search
    • In: GECCO '05 Proceedings of the 2005 conference on Genetic and evolutionary computation
    • Das S, Konar A, Chakraborty UK. Two improved differential evolution schemes for faster global search. In: GECCO '05 Proceedings of the 2005 conference on Genetic and evolutionary computation; 2005. p. 991-8.
    • (2005) , pp. 991-8
    • Das, S.1    Konar, A.2    Chakraborty, U.K.3
  • 25
    • 0003140039 scopus 로고
    • Predictive models for the breeder genetic algorithm: I. Continuous parameter optimization
    • Mühlenbein H., Schlierkamp Voosen D. Predictive models for the breeder genetic algorithm: I. Continuous parameter optimization. Evol Comput 1993, 1(1):25-49.
    • (1993) Evol Comput , vol.1 , Issue.1 , pp. 25-49
    • Mühlenbein, H.1    Schlierkamp Voosen, D.2
  • 27
    • 0032685734 scopus 로고    scopus 로고
    • Evolutionary programming made faster
    • Yao X., Liu Y., Lin G. Evolutionary programming made faster. IEEE Trans Evol Comput 1999, 3(2):82-102.
    • (1999) IEEE Trans Evol Comput , vol.3 , Issue.2 , pp. 82-102
    • Yao, X.1    Liu, Y.2    Lin, G.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.