메뉴 건너뛰기




Volumn , Issue , 2013, Pages 151-156

Statistical analysis of convergence performance throughout the evolutionary search: A case study with SaDE-MMTS and Sa-EPSDE-MMTS

Author keywords

[No Author keywords available]

Indexed keywords

CONVERGENCE PERFORMANCE; EVOLUTIONARY SEARCH; NON-PARAMETRIC; OPTIMIZATION ALGORITHMS; PAGE TEST; PAIR-WISE COMPARISON; SEARCH PROCESS;

EID: 84885195988     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SDE.2013.6601455     Document Type: Conference Paper
Times cited : (13)

References (15)
  • 1
    • 64549120231 scopus 로고    scopus 로고
    • A study of statistical techniques and performance measures for genetics-based machine learning: Accuracy and interpretability
    • S. Garcá, A. Fernández, J. Luengo, and F. Herrera, "A study of statistical techniques and performance measures for genetics-based machine learning: Accuracy and interpretability," Soft Computing, vol. 13, no. 10, pp. 959-977, 2009.
    • (2009) Soft Computing , vol.13 , Issue.10 , pp. 959-977
    • Garcá, S.1    Fernández, A.2    Luengo, J.3    Herrera, F.4
  • 2
    • 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
    • S. Garca, D. Molina, M. Lozano, and F. Herrera, "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," Journal of Heuristics, vol. 15, pp. 617-644, 2009.
    • (2009) Journal of Heuristics , vol.15 , pp. 617-644
    • Garcá, S.1    Molina, D.2    Lozano, M.3    Herrera, F.4
  • 3
    • 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. Garca, D. Molina, and 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, vol. 1, no. 1, pp. 3-18, 2011.
    • (2011) Swarm and Evolutionary Computation , vol.1 , Issue.1 , pp. 3-18
    • Derrac, J.1    Garcá, S.2    Molina, D.3    Herrera, F.4
  • 5
    • 0001337638 scopus 로고
    • Ordered hypotheses for multiple treatments: A significance test for linear ranks
    • E. P. Page, "Ordered hypotheses for multiple treatments: A significance test for linear ranks," Journal of the American Statistical Association, vol. 58, pp. 216-230, 1963.
    • (1963) Journal of the American Statistical Association , vol.58 , pp. 216-230
    • Page, E.P.1
  • 7
    • 80053995656 scopus 로고    scopus 로고
    • Self-adaptive differential evolution with multi-trajectory search for large scale optimization
    • 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, no. 1, pp. 1-17, 2011.
    • (2011) Soft Computing , vol.43 , Issue.1 , pp. 1-17
    • Zhao, S.Z.1    Suganthan, P.N.2    Das, S.3
  • 8
    • 84866859434 scopus 로고    scopus 로고
    • Comprehensive comparison of convergence performance of optimization algorithms based on nonparametric statistical tests
    • S. Z. Zhao and P. N. Suganthan, "Comprehensive comparison of convergence performance of optimization algorithms based on nonparametric statistical tests," in IEEE Congress on Evolutionary Computation, 2012, pp. 1-7.
    • (2012) IEEE Congress on Evolutionary Computation , pp. 1-7
    • Zhao, S.Z.1    Suganthan, P.N.2
  • 9
    • 0001884644 scopus 로고
    • Individual comparisons by ranking methods
    • F. Wilcoxon, "Individual comparisons by ranking methods," Biometrics Bulletin, vol. 14, pp. 80-83, 1945.
    • (1945) Biometrics Bulletin , vol.14 , pp. 80-83
    • Wilcoxon, F.1
  • 11
    • 84944811700 scopus 로고
    • The use of ranks to avoid the assumption of normality implicit in the analysis of variance
    • M. Friedman, "The use of ranks to avoid the assumption of normality implicit in the analysis of variance," Journal of the American Statistical Association, vol. 32, pp. 675-701, 1937.
    • (1937) Journal of the American Statistical Association , vol.32 , pp. 675-701
    • Friedman, M.1
  • 13
    • 14644399617 scopus 로고    scopus 로고
    • Differential evolution - A practical approach to global optimization
    • Springer
    • R. Storn, K. V. Price, and J. Lampinen, Differential Evolution-A Practical Approach to Global Optimization. Natural Computing Series, Springer, 2005.
    • (2005) Natural Computing Series
    • Storn, R.1    Price, K.V.2    Lampinen, J.3
  • 14
    • 79952003251 scopus 로고    scopus 로고
    • Differential evolution: A survey of the state-of-the-art
    • S. Das and P. N. Suganthan, "Differential evolution: A survey of the state-of-the-art," IEEE Transactions on Evolutionary Computation, vol. 15, no. 1, pp. 4-31, 2011.
    • (2011) IEEE Transactions on Evolutionary Computation , vol.15 , Issue.1 , pp. 4-31
    • Das, S.1    Suganthan, P.N.2
  • 15
    • 78650872465 scopus 로고    scopus 로고
    • Differential evolution algorithm with ensemble of parameters and mutation strategies
    • R. Mallipeddi, P. N. Suganthan, Q.-K. Pan, and M. F. Tasgetiren, "Differential evolution algorithm with ensemble of parameters and mutation strategies," Applied Soft Computing, vol. 11, no. 2, pp. 1679-1696, 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


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.