메뉴 건너뛰기




Volumn 15, Issue 11, 2011, Pages 2109-2126

Role differentiation and malleable mating for differential evolution: An analysis on large-scale optimisation

Author keywords

Differential evolution; Large scale optimisation; Malleable mating; Mutation operation; Real parameter optimisation; Role differentiation

Indexed keywords

DIFFERENTIAL EVOLUTION; MALLEABLE MATING; MUTATION OPERATIONS; OPTIMISATIONS; ROLE DIFFERENTIATION;

EID: 80053971440     PISSN: 14327643     EISSN: 14337479     Source Type: Journal    
DOI: 10.1007/s00500-010-0641-8     Document Type: Article
Times cited : (33)

References (39)
  • 2
    • 27144512834 scopus 로고    scopus 로고
    • A restart CMA evolution strategy with increasing population size
    • Auger A, Hansen N (2005) A restart CMA evolution strategy with increasing population size. In: IEEE congress on evolutionary computation, pp 1769-1776.
    • (2005) IEEE congress on evolutionary computation , pp. 1769-1776
    • Auger, A.1    Hansen, N.2
  • 3
    • 0028594515 scopus 로고
    • Selective pressure in evolutionary algorithms: a characterization of selection mechanisms
    • In: Michalewicz Z (ed) IEEE Press
    • Bäck T (1994) Selective pressure in evolutionary algorithms: a characterization of selection mechanisms. In: Michalewicz Z (ed) IEEE congress on evolutionary computation. IEEE Press, pp 57-62.
    • (1994) IEEE congress on evolutionary computation , pp. 57-62
    • Bäck, T.1
  • 5
    • 33847199831 scopus 로고    scopus 로고
    • Self-adapting control parameters in differential evolution: a comparative study on numerical benchmark problems
    • Brest J, Greiner S, Boškovic B, Mernik M, Žumer V (2006) Self-adapting control parameters in differential evolution: a comparative study on numerical benchmark problems. IEEE Trans Evol Comput 10(6): 646-657.
    • (2006) IEEE Trans Evol Comput , vol.10 , Issue.6 , pp. 646-657
    • Brest, J.1    Greiner, S.2    Boškovic, B.3    Mernik, M.4    Žumer, V.5
  • 7
    • 65749094710 scopus 로고    scopus 로고
    • Differential evolution using a neighbourhood-based mutation operator
    • Das S, Abraham A, Chakraborty UK, Konar A (2009) Differential evolution using a neighbourhood-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
  • 10
    • 65549128453 scopus 로고    scopus 로고
    • New ways to calibrate evolutionary algorithms
    • Siarry P, Michalewicz Z (eds) Springer, Berlin
    • Eiben G, Schut MC (2008) New ways to calibrate evolutionary algorithms. In: Siarry P, Michalewicz Z (eds) Advances in metaheuristics for hard optimization. Springer, Berlin, pp 153-177.
    • (2008) Advances in metaheuristics for hard optimization , pp. 153-177
    • Eiben, G.1    Schut, M.C.2
  • 12
    • 0000308566 scopus 로고
    • Real-coded genetic algorithms and interval-schemata
    • Whitley LD (ed) Morgan Kaufmann
    • Eshelman LJ, Schaffer JD (1993) Real-coded genetic algorithms and interval-schemata. In: Whitley LD (ed) Foundations of genetic algorithms, vol 2. Morgan Kaufmann, pp 187-202.
    • (1993) Foundations of genetic algorithms , vol.2 , pp. 187-202
    • Eshelman, L.J.1    Schaffer, J.D.2
  • 13
    • 0043268702 scopus 로고    scopus 로고
    • A trigonometric mutation operation to differential evolution
    • Fan HY, Lampinen J (2003) A trigonometric mutation operation to differential evolution. J Global Optim 27(1): 105-129.
    • (2003) J Global Optim , vol.27 , Issue.1 , pp. 105-129
    • Fan, H.Y.1    Lampinen, J.2
  • 14
    • 0034876073 scopus 로고    scopus 로고
    • A study on non-random mating and varying population size in genetic algorithms using a royal road function
    • IEEE Press
    • Fernandes C, Rosa A (2001) A study on non-random mating and varying population size in genetic algorithms using a royal road function. In: Proceedings of the congress on evolutionary computation. IEEE Press, pp 60-66.
    • (2001) Proceedings of the congress on evolutionary computation , pp. 60-66
    • Fernandes, C.1    Rosa, A.2
  • 15
    • 44349101823 scopus 로고    scopus 로고
    • Self-adjusting the intensity of assortative mating in genetic algorithms
    • Fernandes C, Rosa AC (2008) Self-adjusting the intensity of assortative mating in genetic algorithms. Soft Comput 12(10): 955-979.
    • (2008) Soft Comput , vol.12 , Issue.10 , pp. 955-979
    • Fernandes, C.1    Rosa, A.C.2
  • 16
    • 84944811700 scopus 로고
    • The use of ranks to avoid the assumption of normality implicit in the analysis of variance
    • Friedman M (1937) The use of ranks to avoid the assumption of normality implicit in the analysis of variance. J Am Stat Assoc 32(200): 675-701.
    • (1937) J Am Stat Assoc , vol.32 , Issue.200 , pp. 675-701
    • Friedman, M.1
  • 17
    • 70349270458 scopus 로고    scopus 로고
    • A study on the use of non-parametric tests for analyzing the evolutionary algorithms' behaviour: a case study on the CEC'2005 special session on real parameter optimization
    • Garcia S, Molina D, Lozano M, Herrera F (2009) A study on the use of non-parametric tests for analyzing the evolutionary algorithms' behaviour: a case study on the CEC'2005 special session on real parameter optimization. J Heuristics 15(6): 617-644.
    • (2009) J Heuristics , vol.15 , Issue.6 , pp. 617-644
    • Garcia, S.1    Molina, D.2    Lozano, M.3    Herrera, F.4
  • 18
    • 34848832935 scopus 로고    scopus 로고
    • Global and local real-coded genetic algorithms based on parent-centric crossover operators
    • García-Martínez C, Lozano M, Herrera F, Molina D, Sánchez AM (2008) Global and local real-coded genetic algorithms based on parent-centric crossover operators. Eur J Oper Res 185(3): 1088-1113.
    • (2008) Eur J Oper Res , vol.185 , Issue.3 , pp. 1088-1113
    • García-Martínez, C.1    Lozano, M.2    Herrera, F.3    Molina, D.4    Sánchez, A.M.5
  • 22
    • 0002294347 scopus 로고
    • A simple sequentially rejective multiple test procedure
    • Holm S (1979) A simple sequentially rejective multiple test procedure. Scand J Stat 6: 65-70.
    • (1979) Scand J Stat , vol.6 , pp. 65-70
    • Holm, S.1
  • 23
    • 0001750957 scopus 로고
    • Approximations of the critical region of the Friedman statistic
    • Iman RL, Davenport JM (1980) Approximations of the critical region of the Friedman statistic. Commun Stat Theor Meth A9(6): 571-595.
    • (1980) Commun Stat Theor Meth , vol.A9 , Issue.6 , pp. 571-595
    • Iman, R.L.1    Davenport, J.M.2
  • 24
    • 26444479778 scopus 로고
    • Optimization by simulated annealing
    • Kirkpatrick S, Gelatt CD Jr, Vecchi MP (1983) Optimization by simulated annealing. Science 220(4598): 671-680.
    • (1983) Science , vol.220 , Issue.4598 , pp. 671-680
    • Kirkpatrick, S.1    Gelatt Jr., C.D.2    Vecchi, M.P.3
  • 25
    • 34948868342 scopus 로고    scopus 로고
    • Evolving problems to learn about particle swarm optimizers and other search algorithms
    • Langdon WB, Poli R (2007) Evolving problems to learn about particle swarm optimizers and other search algorithms. IEEE Trans Evol Comput 11(5): 561-578.
    • (2007) IEEE Trans Evol Comput , vol.11 , Issue.5 , pp. 561-578
    • Langdon, W.B.1    Poli, R.2
  • 26
    • 20444409462 scopus 로고    scopus 로고
    • A fuzzy adaptive differential evolution algorithm
    • Liu J, Lampinen J (2005) A fuzzy adaptive differential evolution algorithm. Soft Comput 9(6): 448-462.
    • (2005) Soft Comput , vol.9 , Issue.6 , pp. 448-462
    • Liu, J.1    Lampinen, J.2
  • 29
    • 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 1: 153-171.
    • (2009) Memetic Comput , vol.1 , pp. 153-171
    • Neri, F.1    Tirronen, V.2
  • 30
    • 33646834457 scopus 로고    scopus 로고
    • Self-adaptive differential evolution, computational intelligence and security
    • Springer, Berlin
    • Omran M, Salman A, Engelbrecht AP (2005) Self-adaptive differential evolution, computational intelligence and security. Lecture notes in artificial intelligence, vol 3801. Springer, Berlin, pp 192-199.
    • (2005) Lecture notes in artificial intelligence , vol.3801 , pp. 192-199
    • Omran, M.1    Salman, A.2    Engelbrecht, A.P.3
  • 32
    • 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 Evol Comput 13(2): 398-417.
    • (2009) IEEE Trans Evol Comput , vol.13 , Issue.2 , pp. 398-417
    • Qin, A.K.1    Huang, V.L.2    Suganthan, P.N.3
  • 33
    • 0142000477 scopus 로고    scopus 로고
    • Differential evolution-a simple and efficient heuristic for global optimization over continuous spaces
    • Storn R, Price K (1997) Differential evolution-a simple and efficient heuristic for global optimization over continuous spaces. J Global Optim 11(4): 341-359.
    • (1997) J Global Optim , vol.11 , Issue.4 , pp. 341-359
    • Storn, R.1    Price, K.2
  • 34
    • 33645822323 scopus 로고    scopus 로고
    • Exploring dynamic self-adaptive populations in differential evolution
    • Teo J (2006) Exploring dynamic self-adaptive populations in differential evolution. Soft Comput: Fusion Found, Methodologies Applicat 10(8): 673-686.
    • (2006) Soft Comput: Fusion Found, Methodologies Applicat , vol.10 , Issue.8 , pp. 673-686
    • Teo, J.1
  • 36
    • 0001884644 scopus 로고
    • Individual comparisons by ranking methods
    • Wilcoxon F (1945) Individual comparisons by ranking methods. Biometrics 1: 80-83.
    • (1945) Biometrics , vol.1 , pp. 80-83
    • Wilcoxon, F.1
  • 37
    • 44949109048 scopus 로고    scopus 로고
    • Large scale evolutionary optimization using cooperative coevolution
    • Yang Z, Tang K, Yao X (2008) Large scale evolutionary optimization using cooperative coevolution. Inf Sci 178(15): 2985-2999.
    • (2008) Inf Sci , vol.178 , Issue.15 , pp. 2985-2999
    • Yang, Z.1    Tang, K.2    Yao, X.3
  • 39
    • 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 Evol Comput 13(5): 945-958.
    • (2009) IEEE Trans Evol Comput , vol.13 , Issue.5 , pp. 945-958
    • Zhang, J.1    Sanderson, A.C.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.