Name: Neural Networks and Qualitative Physics: A Viability Approach (en Inglés)
SKU: 19189920
Price: 193.90 USD
Availability: InStock
Author: Aubin

portada Neural Networks and Qualitative Physics: A Viability Approach (en Inglés)

Neural Networks and Qualitative Physics: A Viability Approach (en Inglés)

Formato

Libro Físico

Editorial

Cambridge University Press

Autor

Aubin

Año

1996

Idioma

Inglés

N° páginas

301

Encuadernación

Tapa Dura

ISBN

0521445329

ISBN13

9780521445320

N° edición

Categorías

Inteligencia artificial

Neural Networks and Qualitative Physics: A Viability Approach (en Inglés)

Aubin (Autor) · Cambridge University Press · Tapa Dura

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Reseña del libro "Neural Networks and Qualitative Physics: A Viability Approach (en Inglés)"

This book is devoted to some mathematical methods that arise in two domains of artificial intelligence: neural networks and qualitative physics. Professor Aubin makes use of control and viability theory in neural networks and cognitive systems, regarded as dynamical systems controlled by synaptic matrices, and set-valued analysis that plays a natural and crucial role in qualitative analysis and simulation. This allows many examples of neural networks to be presented in a unified way. In addition, several results on the control of linear and nonlinear systems are used to obtain a "learning algorithm" of pattern classification problems, such as the back-propagation formula, as well as learning algorithms of feedback regulation laws of solutions to control systems subject to state constraints.