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Volumn , Issue , 2012, Pages

Comprehensive comparison of convergence performance of optimization algorithms based on nonparametric statistical tests

Author keywords

Ensemble differential evolution; Large scale continuous optimization; Nonparametric statistical analysis; Parameter adaptation; Self adaptation; Strategy adaptation

Indexed keywords

CONTINUOUS OPTIMIZATION; DIFFERENTIAL EVOLUTION; NON-PARAMETRIC STATISTICAL ANALYSIS; PARAMETER ADAPTATION; SELF ADAPTATION; STRATEGY ADAPTATION;

EID: 84866859434     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CEC.2012.6252910     Document Type: Conference Paper
Times cited : (10)

References (19)
  • 4
    • 80054039615 scopus 로고    scopus 로고
    • A MOS-based dynamic memetic differential evolution algorithm for continuous optimization: A scalability test
    • DOI: 10.1007/s00500-010-0646-3
    • A. LaTorre, S. Muelas and J-M Peña, "A MOS-based dynamic memetic differential evolution algorithm for continuous optimization: a scalability test", Soft Computing, DOI: 10.1007/s00500-010-0646-3.
    • Soft Computing
    • LaTorre, A.1    Muelas, S.2    Peña, J.-M.3
  • 5
    • 80053995656 scopus 로고    scopus 로고
    • Self-adaptive Differential Evolution with Multi-trajectory Search for Large Scale Optimization
    • January
    • S. Z. Zhao, P. N. Suganthan and S. Das, "Self-adaptive Differential Evolution with Multi-trajectory Search for Large Scale Optimization", Soft Computing, vol. 43, issue 1, January 2011, pages 1-17.
    • (2011) Soft Computing , vol.43 , Issue.1 , pp. 1-17
    • Zhao, S.Z.1    Suganthan, P.N.2    Das, S.3
  • 6
    • 80053941705 scopus 로고    scopus 로고
    • Self-adaptive Differential Evolution Algorithm using Population Size Reduction and Three Strategies
    • DOI: 10.1007/s00500-010-0644-5
    • J. Brest, M. S. Maucec, "Self-adaptive Differential Evolution Algorithm using Population Size Reduction and Three Strategies" Soft Computing, DOI: 10.1007/s00500-010-0644-5.
    • Soft Computing
    • Brest, J.1    Maucec, M.S.2
  • 7
    • 70349270458 scopus 로고    scopus 로고
    • A study on the use of nonparametric tests for analyzing the evolutionary algorithms' behaviour: A case study on the CEC'2005 special session on real parameter optimization
    • S. García, D. Molina, M. Lozano, F. Herrera, A study on the use of nonparametric tests for analyzing the evolutionary algorithms' behaviour: A case study on the CEC'2005 special session on real parameter optimization, Journal of Heuristics 15 (2009) 617-644.
    • (2009) Journal of Heuristics , vol.15 , pp. 617-644
    • García, S.1    Molina, D.2    Lozano, M.3    Herrera, F.4
  • 8
    • 79960535211 scopus 로고    scopus 로고
    • A practical tutorial on the use of nonparametric statistical tests as a methodology for comparing evolutionary and swarm intelligence algorithms
    • J.Derrac, S. García, M. Lozano, F. Herrera, "A practical tutorial on the use of nonparametric statistical tests as a methodology for comparing evolutionary and swarm intelligence algorithms" Swarm and Evolutionary Computation, 1 (2011), 3-18.
    • (2011) Swarm and Evolutionary Computation , vol.1 , pp. 3-18
    • Derrac, J.1    García, S.2    Lozano, M.3    Herrera, F.4
  • 9
    • 84944811700 scopus 로고
    • The use of ranks to avoid the assumption of normality implicitin the analysis of variance
    • M. Friedman, "The use of ranks to avoid the assumption of normality implicitin the analysis of variance", Journal of the American Statistical Association 32(1937) 674-701.
    • (1937) Journal of the American Statistical Association , vol.32 , pp. 674-701
    • Friedman, M.1
  • 10
    • 0001837148 scopus 로고
    • A comparison of alternative tests of significance for the problemof m rankings
    • M. Friedman, "A comparison of alternative tests of significance for the problemof m rankings", Annals of Mathematical Statistics 11 (1940) 86-92.
    • (1940) Annals of Mathematical Statistics , vol.11 , pp. 86-92
    • Friedman, M.1
  • 11
    • 78650872465 scopus 로고    scopus 로고
    • Differential evolution algorithm with ensemble of parameters and mutation strategies
    • DOI:10.1016/j.asoc.2010.04.024, MAR
    • R. Mallipeddi, P. N. Suganthan, Q. K. Pan, M. F. Tasgetiren, "Differential evolution algorithm with ensemble of parameters and mutation strategies" Applied Soft Computing, DOI:10.1016/j.asoc.2010.04.024, Vol. 11 No. 2 pp. 1679-1696, MAR 2011.
    • (2011) Applied Soft Computing , vol.11 , Issue.2 , pp. 1679-1696
    • Mallipeddi, R.1    Suganthan, P.N.2    Pan, Q.K.3    Tasgetiren, M.F.4
  • 12
    • 59649083826 scopus 로고    scopus 로고
    • Differential evolution algorithm with strategy adaptation for global numerical optimization
    • APR
    • A. K. Qin, V. L. Huang, and P. N. Suganthan, "Differential evolution algorithm with strategy adaptation for global numerical optimization," IEEE Trans on Evolutionary Computation. Vol. 13, Issue: 2. pp. 398-417, APR 2009.
    • (2009) IEEE Trans on Evolutionary Computation , vol.13 , Issue.2 , pp. 398-417
    • Qin, A.K.1    Huang, V.L.2    Suganthan, P.N.3
  • 14
    • 0001589146 scopus 로고
    • Ranks methods for combination of independent experiments in analysis of variance
    • J. Hodges, E. Lehmann, Ranks methods for combination of independent experiments in analysis of variance, Annals of Mathematical Statistics 33 (1962) 482-497.
    • (1962) Annals of Mathematical Statistics , vol.33 , pp. 482-497
    • Hodges, J.1    Lehmann, E.2
  • 16
    • 0042163579 scopus 로고    scopus 로고
    • An Introduction to Differential Evolution
    • Corne, D., Dorigo, M., and Glover, F. (eds.): McGraw-Hill, London (UK)
    • K. V. Price, "An Introduction to Differential Evolution". In: Corne, D., Dorigo, M., and Glover, F. (eds.): New Ideas in Optimization. McGraw-Hill, London (UK) 79-108, 1999.
    • (1999) New Ideas in Optimization , pp. 79-108
    • Price, K.V.1
  • 18
    • 79952003251 scopus 로고    scopus 로고
    • Differential Evolution: A Survey of the State-of-the-art
    • Feb. DOI: 10.1109/TEVC.2010.2059031
    • S. Das and P. N. Suganthan, "Differential Evolution: A Survey of the State-of-the-art", IEEE Trans. on Evolutionary Computation, Vol. 15, No. 1, pp. 4-31, Feb. 2011, DOI: 10.1109/TEVC.2010.2059031.
    • (2011) IEEE Trans. on Evolutionary Computation , vol.15 , Issue.1 , pp. 4-31
    • Das, S.1    Suganthan, P.N.2
  • 19
    • 67149144879 scopus 로고    scopus 로고
    • Self-Adaptive Multimethod Search for Global Optimization in Real-Parameter Spaces
    • APR
    • Vrugt, J.A.; Robinson, B.A.; Hyman, J.M. "Self-Adaptive Multimethod Search for Global Optimization in Real-Parameter Spaces", IEEE Trans on Evolutionary Computation. Vol. 13, Issue: 2. pp. 243-259, APR 2009.
    • (2009) IEEE Trans on Evolutionary Computation , vol.13 , Issue.2 , pp. 243-259
    • Vrugt, J.A.1    Robinson, B.A.2    Hyman, J.M.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.