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Functional Networks With Applications a Neural-Based Paradigm

by Enrique Castillo

  • ISBN: 9780792383321
  • ISBN10: 079238332X

Functional Networks With Applications a Neural-Based Paradigm

by Enrique Castillo

  • List Price: $199.00
  • Binding: Hardcover
  • Publisher: Kluwer Academic Pub
  • Publish date: 10/01/1998
  • ISBN: 9780792383321
  • ISBN10: 079238332X
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Description: This book introduces functional networks', a novel neural-based paradigm, and shows that functional network architectures can be efficiently applied to solve many interesting practical problems. Included is an introduction to neural networks, a description of functional networks, examples of applications, and computer programs in Mathematica and Java languages implementing the various algorithms and methodologies. Special emphasis is given to applications in several areas such as: Box-Jenkins AR(p), MA(q), ARMA(p, q), and ARIMA (p, d, q) models with application to real-life economic problems such as the consumer price index, electric power consumption and international airlines' passenger data. Random time series and chaotic series are considered in relation to the Hinon, Lozi, Holmes and Burger maps, as well as the problems of noise reduction and information masking.Learning differential equations from data and deriving the corresponding equivalent difference and functional equations. Examples of a mass supported by two springs and a viscous damper or dashpot, and a loaded beam, are used to illustrate the concepts.The problem of obta
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