Learning automata and stochastic optimization

In the last decade there has been a steadily growing need for and interest in computational methods for solving stochastic optimization problems with or wihout constraints. Optimization techniques have been gaining greater acceptance in many industrial applications, and learning systems have made a...

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Podrobná bibliografie
Hlavní autoři: Pozniak, Aleksandr S., Najim, Kaddour, 1949- (Autor)
Médium: Livre numérique
Jazyk:Anglais
Vydáno: Berlin [etc.] : Springer-Verlag London Limited : Springer e-books [20..].
Cham : Springer Nature
Edice:Lecture notes in control and information sciences 225
Témata:
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Poznámka: Archives Springer e-books (Licence nationale)
Archives Springer e-books (Licence nationale)
Autres localisations: Voir dans le Sudoc
Edition sous un autre format:• Learning automata and stochastic optimization, A.S. Poznyak and K. Najim, 1997, Berlin, Springer, 1 vol. (XII-204 p.), Lecture notes in control and information sciences, 3-540-76154-3
• Learning Automata and Stochastic Optimization, Texte imprimé, 9783662174876
Obsah:
  • Stochastic optimization
  • On learning automata
  • Unconstrained optimization problems
  • Constrained optimization problems
  • Optimization of nonstationary functions.