Multi-Resolution Methods for Modeling and Control of Dynamical Systems (Chapman & Hall/CRC Applied Mathematics & Nonlinear Science) - Tapa dura

Libro 3 de 14: Chapman & Hall/CRC Applied Mathematics & Nonlinear Science

Singla, Puneet; Junkins, John L.

 
9781584887690: Multi-Resolution Methods for Modeling and Control of Dynamical Systems (Chapman & Hall/CRC Applied Mathematics & Nonlinear Science)
Tapa dura
ISBN 10: 1584887699 ISBN 13: 9781584887690
Editorial: Chapman and Hall/CRC, 2008

Sinopsis

Unifying the most important methodology in this field, Multi-Resolution Methods for Modeling and Control of Dynamical Systems explores existing approximation methods as well as develops new ones for the approximate solution of large-scale dynamical system problems. It brings together a wide set of material from classical orthogonal function approximation, neural network input-output approximation, finite element methods for distributed parameter systems, and various approximation methods employed in adaptive control and learning theory.

With sufficient rigor and generality, the book promotes a qualitative understanding of the development of key ideas. It facilitates a deep appreciation of the important nuances and restrictions implicit in the algorithms that affect the validity of the results produced. The text features benchmark problems throughout to offer insights and illustrate some of the computational implications. The authors provide a framework for understanding the advantages, drawbacks, and application areas of existing and new algorithms for input-output approximation. They also present novel adaptive learning algorithms that can be adjusted in real time to the various parameters of unknown mathematical models.

"Sinopsis" puede pertenecer a otra edición de este libro.

Acerca del autor

Puneet Singla, John L. Junkins

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
Chapman and Hall/CRC
Año de publicación
2008
Idioma
Inglés
ISBN 10 
1584887699
ISBN 13 
9781584887690
Encuadernación
Tapa dura
Número de edición
1
Número de páginas
316
Contacto del fabricante
no disponible
Persona responsable
no disponible