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Volumn , Issue , 2009, Pages 536-540

Evolution of neural network architecture and weights using mutation based genetic algorithm

Author keywords

Architecture; Genetic algorithm; MLP; Mutation; Neural network; Optimization

Indexed keywords

DATA SETS; HIDDEN LAYERS; HIGHER RESOLUTION; MLP; NEURAL NETWORK OPTIMIZATION; NEW APPROACHES; OPTIMAL NUMBER; OPTIMIZATION PROBLEMS; SEARCH SPACES; SPEED OF CONVERGENCE; THREE-LAYER;

EID: 74549186532     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CSICC.2009.5349635     Document Type: Conference Paper
Times cited : (8)

References (10)
  • 1
    • 34247572359 scopus 로고    scopus 로고
    • A new genetic algorithm specifically based on mutation and selection
    • L. Rigal, L. Truffet, "A new genetic algorithm specifically based on mutation and selection", Advances in Applied Probability, Volume 39, Number 1 (2007), 141-161.
    • (2007) Advances in Applied Probability , vol.39 , Issue.1 , pp. 141-161
    • Rigal, L.1    Truffet, L.2
  • 3
    • 0036078356 scopus 로고    scopus 로고
    • Neural network weight training by mutation
    • Pergamon Press, Inc. Elmsford, NY, USA, December
    • W. M. Jenkins, "Neural network weight training by mutation", Computers and Structures, Pergamon Press, Inc. Elmsford, NY, USA, Volume 84, Issue 31-32 (December 2006), Pages 2107-2112.
    • (2006) Computers and Structures , vol.84 , Issue.31-32 , pp. 2107-2112
    • Jenkins, W.M.1
  • 6
    • 74549128926 scopus 로고
    • Evolving optimal neural networks using genetic algorithms with Occam's Razor
    • complex system
    • B. Zhang and H. Muhlenbein, "Evolving optimal neural networks using genetic algorithms with Occam's Razor", complex system, 1993
    • (1993)
    • Zhang, B.1    Muhlenbein, H.2
  • 7
    • 19344362899 scopus 로고    scopus 로고
    • Mutation-Based Genetic Neural Network
    • MAY
    • P. P. Palmes, T. Hayasaka, and S. Usui, "Mutation-Based Genetic Neural Network", IEEE Trans. Neural Net., vol. 16, No. 3, pp. 587-600, MAY 2005.
    • (2005) IEEE Trans. Neural Net , vol.16 , Issue.3 , pp. 587-600
    • Palmes, P.P.1    Hayasaka, T.2    Usui, S.3
  • 8
    • 26844480248 scopus 로고    scopus 로고
    • An Empirical Comparison of Combinations of Evolutionary Algorithms and Neural Networks for Classification Problems
    • E. Cantu-Paz, Ch. Kamath, "An Empirical Comparison of Combinations of Evolutionary Algorithms and Neural Networks for Classification Problems", IEEE Trans. Sys., MAN, and Cyber., partB:Cyber., pp. 915-927, 2005.
    • (2005) IEEE Trans. Sys., MAN, and Cyber., partB:Cyber , pp. 915-927
    • Cantu-Paz, E.1    Kamath, C.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.