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Volumn 2084 LNCS, Issue PART 1, 2001, Pages 741-748

Continuous function optimisation via gradient descent on a neural network approximation function

Author keywords

[No Author keywords available]

Indexed keywords

GRADIENT METHODS; LYAPUNOV FUNCTIONS; OPTIMIZATION; ARTIFICIAL INTELLIGENCE; FEEDFORWARD NEURAL NETWORKS;

EID: 23044527788     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-45720-8_89     Document Type: Conference Paper
Times cited : (3)

References (7)
  • 1
    • 0002381070 scopus 로고    scopus 로고
    • Neural networks for combinatorial optimisation: A review of more than a decade of research
    • K. A. Smith, "Neural Networks for Combinatorial Optimisation: a review of more than a decade of research", INFORMS Journal on Computing, vol. 11, no. 1, pp. 15-34, 1999.
    • (1999) INFORMS Journal on Computing , vol.11 , Issue.1 , pp. 15-34
    • Smith, K.A.1
  • 2
    • 0021835689 scopus 로고
    • 'Neural' computation of decisions in optimization problems
    • J. J. Hopfield and D. W. Tank, " 'Neural' Computation of Decisions in Optimization Problems', Biological Cybernetics, vol. 52, pp. 141-152, 1985.
    • (1985) Biological Cybernetics , vol.52 , pp. 141-152
    • Hopfield, J.J.1    Tank, D.W.2
  • 3
    • 0023657610 scopus 로고
    • An analogue approach to the travelling salesman problem using an elastic net method
    • R. Durbin and D. Willshaw, "An analogue approach to the travelling salesman problem using an elastic net method", Nature, vol. 326, pp. 689-691, 1987.
    • (1987) Nature , vol.326 , pp. 689-691
    • Durbin, R.1    Willshaw, D.2
  • 4
  • 5
    • 0013440341 scopus 로고
    • Doctoral Dissertation, University of Michigan, Dissertation Abstracts International
    • K. A. De Jong, "An analysis of behavior of a class of genetic adaptive systems", Doctoral Dissertation, University of Michigan, Dissertation Abstracts International, vol. 36, no. 10, 5140B, 1975.
    • (1975) An Analysis of Behavior of a Class of Genetic Adaptive Systems , vol.36 , Issue.10
    • Jong, K.A.D.1
  • 6
    • 0024880831 scopus 로고
    • Multilayer feed forward networks are universal approximators
    • K. Hornik, M. Stinchcombe and H. White, "Multilayer feed forward networks are universal approximators", Neural Networks, vol. 2, pp. 359-366, 1989.
    • (1989) Neural Networks , vol.2 , pp. 359-366
    • Hornik, K.1    Stinchcombe, M.2    White, H.3
  • 7
    • 33745244699 scopus 로고
    • Universal approximation bounds for superpositions of a sigmoidal
    • function"
    • R. Barron, "Universal approximation bounds for superpositions of a sigmoidal function", IEEE Transactions on Information Theory, vol. 39, pp. 359-366, 1989.
    • (1989) IEEE Transactions on Information Theory , vol.39 , pp. 359-366
    • Barron, R.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.