• RecordNumber
    6202
  • Author
    Nikolaev, Nikolay Y
  • Title

    Adaptive learning of polynomial networks genetic programming, backpropagation and Bayesian methods

  • SubTitle
    genetic programming, backpropagation and Bayesian methods
  • Author Statement
    Nikolay Y. Nikolaev, Hitoshi Iba.
  • Publication
    Springer
  • Publication Year
    2006
  • Collation
    xiv, 316 p. ill. 25 cm
  • Series
    Genetic and evolutionary computation
  • Notes
    Includes bibliographical references (p. [295]-311) and index. , Inductive genetic programming -- Tree-like PNN representations -- Fitness functions and fitness landscapes -- Search navigation -- Backpropagation techniques -- Temporal backpropagation - Bayesian inference techniques -- Statistical model diagnostics -- Time series modelling
  • Subject

    Evolutionary computation. , Neural networks (Computer science) , Bayesian statistical decision theory.

  • ADDED ENTRIES
    Iba, Hitoshi