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Volumn 31, Issue 2, 2016, Pages 546-576

Modified differential evolution with self-adaptive parameters method

Author keywords

Differential evolution; Evolutionary algorithms; Numerical optimization; Self adaptive; Success rate

Indexed keywords

ALGORITHMS; BENCHMARKING; GLOBAL OPTIMIZATION; OPTIMIZATION; SILICATE MINERALS;

EID: 84955626130     PISSN: 13826905     EISSN: 15732886     Source Type: Journal    
DOI: 10.1007/s10878-014-9773-6     Document Type: Article
Times cited : (45)

References (31)
  • 1
    • 33847199831 scopus 로고    scopus 로고
    • Self adapting control parameters in differential evolution: a comparativestudy on numerical benchmark problems
    • Brest J, Greiner S, Boskovic B, Mernik M, Zumer V (2006) Self adapting control parameters in differential evolution: a comparativestudy on numerical benchmark problems. IEEE Trans Evolut Comput 10(6):646–657
    • (2006) IEEE Trans Evolut Comput , vol.10 , Issue.6 , pp. 646-657
    • Brest, J.1    Greiner, S.2    Boskovic, B.3    Mernik, M.4    Zumer, V.5
  • 2
    • 0036464756 scopus 로고    scopus 로고
    • The particle swarm-explosion, stability, and convergence in a multidimensional complex space
    • Clerc M, Kennedy J (2002) The particle swarm-explosion, stability, and convergence in a multidimensional complex space. IEEE Trans Evol Comput 6:58–73
    • (2002) IEEE Trans Evol Comput , vol.6 , pp. 58-73
    • Clerc, M.1    Kennedy, J.2
  • 3
    • 79952003251 scopus 로고    scopus 로고
    • Differential evolution: a survey of the atate-of-the-art
    • Das S, Suganthan PN (2011) Differential evolution: a survey of the atate-of-the-art. IEEE Trans. Evolut Comput 15(1):4–31
    • (2011) IEEE Trans. Evolut Comput , vol.15 , Issue.1 , pp. 4-31
    • Das, S.1    Suganthan, P.N.2
  • 4
    • 65749094710 scopus 로고    scopus 로고
    • Differential evolution using a neighborhood based mutation operator
    • Das S, Abraham A, Chakraborty UK, Konar A (2009) Differential evolution using a neighborhood based mutation operator. IEEE Trans Evol Comput 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
  • 5
  • 6
    • 34848832935 scopus 로고    scopus 로고
    • Global and local real-coded genetic algorithms based on parent-centric crossover operators
    • Garcia-Martinez C, Lozano M, Herrera F, Molina D, Sanchez AM (2008) Global and local real-coded genetic algorithms based on parent-centric crossover operators. Eur J Oper Res 185:1088–1113
    • (2008) Eur J Oper Res , vol.185 , pp. 1088-1113
    • Garcia-Martinez, C.1    Lozano, M.2    Herrera, F.3    Molina, D.4    Sanchez, A.M.5
  • 7
    • 79959728262 scopus 로고    scopus 로고
    • An improved differential evolution algorithm with fitness-based adaptation of the control parameters
    • Ghosh A, Das S, Chowdhury A, Giri R (2011) An improved differential evolution algorithm with fitness-based adaptation of the control parameters. Inf Sci 181(18):3749–3765
    • (2011) Inf Sci , vol.181 , Issue.18 , pp. 3749-3765
    • Ghosh, A.1    Das, S.2    Chowdhury, A.3    Giri, R.4
  • 8
    • 55949137664 scopus 로고    scopus 로고
    • Enhancing the performance of differential evolution using orthogonal design method
    • Gong WY, Cai ZH, Jiang LX (2008) Enhancing the performance of differential evolution using orthogonal design method. Appl Math Comput 206(1):56–69
    • (2008) Appl Math Comput , vol.206 , Issue.1 , pp. 56-69
    • Gong, W.Y.1    Cai, Z.H.2    Jiang, L.X.3
  • 9
    • 78751650432 scopus 로고    scopus 로고
    • DE/BBO: a hybrid differential evolution with biogeography-based optimization for global numerical optimization
    • Gong W, Cai Z, Ling CX (2010) DE/BBO: a hybrid differential evolution with biogeography-based optimization for global numerical optimization. Soft Comput. 15(4):645–665
    • (2010) Soft Comput. , vol.15 , Issue.4 , pp. 645-665
    • Gong, W.1    Cai, Z.2    Ling, C.X.3
  • 10
    • 0035377566 scopus 로고    scopus 로고
    • Completely derandomized self adaptation in evolution strategies
    • Hansen N, Ostermeier A (2001) Completely derandomized self adaptation in evolution strategies. Evol Comput 9(2):159–195
    • (2001) Evol Comput , vol.9 , Issue.2 , pp. 159-195
    • Hansen, N.1    Ostermeier, A.2
  • 11
    • 0028585530 scopus 로고
    • A niched Pareto genetic algorithm for multiobjective optimization
    • Horn J, Nafpliotis N, Goldberg DE (1994) A niched Pareto genetic algorithm for multiobjective optimization. Evol Comput 1:82–87
    • (1994) Evol Comput , vol.1 , pp. 82-87
    • Horn, J.1    Nafpliotis, N.2    Goldberg, D.E.3
  • 12
    • 84897986751 scopus 로고    scopus 로고
    • Enhancing the performance of cuckoo search algorithm using orthogonal learning method. Neural Comput Appl
    • Li XT, Wang JN, Yin MH (2013) Enhancing the performance of cuckoo search algorithm using orthogonal learning method. Neural Comput Appl. doi:10.1007/s00521-013-1354-6
    • (2013) doi:10.1007/s00521-013-1354-6
    • Li, X.T.1    Wang, J.N.2    Yin, M.H.3
  • 13
    • 33744730797 scopus 로고    scopus 로고
    • Comprehensive learning particle swarm optimizer for global optimization of multimodal functions
    • Liang JJ, Qin AK, Suganthan PN, Baskar S (2006) Comprehensive learning particle swarm optimizer for global optimization of multimodal functions. IEEE Trans Evol Comput 10(3):281–295
    • (2006) IEEE Trans Evol Comput , vol.10 , Issue.3 , pp. 281-295
    • Liang, J.J.1    Qin, A.K.2    Suganthan, P.N.3    Baskar, S.4
  • 14
    • 20444409462 scopus 로고    scopus 로고
    • A fuzzy adaptive differential evolution algorithm
    • Liu J, Lampinen J (2005) A fuzzy adaptive differential evolution algorithm. Soft Comput Fusion Found Methodol Appl 9(6):448–462
    • (2005) Soft Comput Fusion Found Methodol Appl , vol.9 , Issue.6 , pp. 448-462
    • Liu, J.1    Lampinen, J.2
  • 15
    • 76349125303 scopus 로고    scopus 로고
    • Ensemble strategies with adaptive evolutionary programming
    • Mallipeddi R, Mallipeddi S, Suganthan PN (2010) Ensemble strategies with adaptive evolutionary programming. Inf Sci 180(9):1571–1581
    • (2010) Inf Sci , vol.180 , Issue.9 , pp. 1571-1581
    • Mallipeddi, R.1    Mallipeddi, S.2    Suganthan, P.N.3
  • 16
    • 79959412661 scopus 로고    scopus 로고
    • Chen S (2010) An analysis of the operation of differential evolution at high and low crossover rates
    • CEC: IEEE
    • Montgomery J, Chen S (2010) An analysis of the operation of differential evolution at high and low crossover rates. In: IEEE Congress on Evolutionary Computation (CEC), IEEE, pp 1–8
    • IEEE Congress on Evolutionary Computation , pp. 1-8
    • Montgomery, J.1
  • 17
    • 65649109765 scopus 로고    scopus 로고
    • Scale factor local search in differential evolution
    • Neri F, Tirronen V (2009) Scale factor local search in differential evolution. Memetic Comput J 1(2):153–171
    • (2009) Memetic Comput J , vol.1 , Issue.2 , pp. 153-171
    • Neri, F.1    Tirronen, V.2
  • 18
    • 40249090398 scopus 로고    scopus 로고
    • Accelerating differential evolution using an adaptive local search
    • Noman N, Iba H (2008) Accelerating differential evolution using an adaptive local search. IEEE Trans Evol Comput 12(1):107–125
    • (2008) IEEE Trans Evol Comput , vol.12 , Issue.1 , pp. 107-125
    • Noman, N.1    Iba, H.2
  • 20
    • 59649083826 scopus 로고    scopus 로고
    • Differential evolution algorithm with strategy adaptation for global numerical optimization
    • Qin AK, Huang VL, Suganthan PN (2009) Differential evolution algorithm with strategy adaptation for global numerical optimization. IEEE Trans Evolut Comput 13(2):398–417
    • (2009) IEEE Trans Evolut Comput , vol.13 , Issue.2 , pp. 398-417
    • Qin, A.K.1    Huang, V.L.2    Suganthan, P.N.3
  • 22
    • 57249115093 scopus 로고    scopus 로고
    • Biogeography-based optimization
    • Simon D (2008) Biogeography-based optimization. IEEE Trans Evol Comput 12(6):702–713
    • (2008) IEEE Trans Evol Comput , vol.12 , Issue.6 , pp. 702-713
    • Simon, D.1
  • 23
    • 0142000477 scopus 로고    scopus 로고
    • Differential evolution—a simple and efficient heuristic for global optimization over continuous space
    • Storn R, Price K (1997) Differential evolution—a simple and efficient heuristic for global optimization over continuous space. J Global Optim 11:341–359
    • (1997) J Global Optim , vol.11 , pp. 341-359
    • Storn, R.1    Price, K.2
  • 24
    • 2442568808 scopus 로고    scopus 로고
    • Study of simulated annealing based algorithms for multiobjective optimization of a constrained problem
    • Suman B (2004) Study of simulated annealing based algorithms for multiobjective optimization of a constrained problem. Comput Chem Eng 8:1849–1871
    • (2004) Comput Chem Eng , vol.8 , pp. 1849-1871
    • Suman, B.1
  • 25
    • 11344274492 scopus 로고    scopus 로고
    • DE/EDA: a new evolutionary algorithm for global optimization
    • Sun J, Zhang Q, Tsang E (2004) DE/EDA: a new evolutionary algorithm for global optimization. Inf Sci 169:249–262
    • (2004) Inf Sci , vol.169 , pp. 249-262
    • Sun, J.1    Zhang, Q.2    Tsang, E.3
  • 26
    • 79952003746 scopus 로고    scopus 로고
    • Differential evolution with composite trail vector generation strategies and control parameters
    • Wang Y, Cai ZX, Zhang QF (2011a) Differential evolution with composite trail vector generation strategies and control parameters. IEEE Trans Evol Comput 15(1):55–66
    • (2011) IEEE Trans Evol Comput , vol.15 , Issue.1 , pp. 55-66
    • Wang, Y.1    Cai, Z.X.2    Zhang, Q.F.3
  • 27
    • 80755186925 scopus 로고    scopus 로고
    • Enhancing the search ability of differential evolution through orthogonal crossover
    • Wang Y, Cai ZX, Zhang QF (2011b) Enhancing the search ability of differential evolution through orthogonal crossover. Inf Sci 18(1):153–177
    • (2011) Inf Sci , vol.18 , Issue.1 , pp. 153-177
    • Wang, Y.1    Cai, Z.X.2    Zhang, Q.F.3
  • 29
    • 44949216469 scopus 로고    scopus 로고
    • Making a difference to differential evolution
    • Michalewicz Z, Siarry P, (eds), Springer, Berlin
    • Yang Z, He J, Yao X (2008) Making a difference to differential evolution. In: Michalewicz Z, Siarry P (eds) Advances in metaheuristics for hard optimization. Springer, Berlin, pp 397–414
    • (2008) Advances in metaheuristics for hard optimization , pp. 397-414
    • Yang, Z.1    He, J.2    Yao, X.3
  • 30
    • 2442661659 scopus 로고    scopus 로고
    • On the convergence of a class of estimation of distribution algorithms
    • Zhang Q, Muhlenbein H (2004) On the convergence of a class of estimation of distribution algorithms. IEEE Trans Evol Comput 8(2):127–136
    • (2004) IEEE Trans Evol Comput , vol.8 , Issue.2 , pp. 127-136
    • Zhang, Q.1    Muhlenbein, H.2
  • 31
    • 70349860273 scopus 로고    scopus 로고
    • JADE: adaptive differential evolution with optional external archive
    • Zhang J, Sanderson AC (2009) JADE: adaptive differential evolution with optional external archive. IEEE Trans Evolut Comput 13(5):945–958
    • (2009) IEEE Trans Evolut Comput , vol.13 , Issue.5 , pp. 945-958
    • Zhang, J.1    Sanderson, A.C.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.