Neural Systems for Control

by Omidvar; Elliott

• ISBN13: 9780125264303
• ISBN10: 0125264305
• Format: Hardcover
• Copyright: 1997-02-12
• Publisher: Elsevier Science

Summary

"Neutral Systems for Control" represents the most up-to-date developments in the rapidly growing application area of neural networks and focuses on research in natural and artificial neural systems directly applicable to control or making use of modern control theory. All researchers and students dealing with control systems will find the book of immense interest and assistance.

Table of Contents

Introduction: Neural Networks and Automatic Control

Reinforcement Learning

Neurocontrol in Sequence Recognition

A Learning Sensorimotor Map of Arm Movements: A Step Toward Biological Arm Control

Neuronal Modeling of the Baroceptor Reflex with Applications in Process Modeling and Control

Identification of Nonlinear Dynamical Systems Using Neural Networks

Neural Network Control of Robot Arms and Nonlinear Systems

Neual Networks for Intelligent Sensors and Control-PracticalIssues and Some Solutions

Approximation of Time-Optimal Control for an Industrial Production Plant with General Regression Neural Network

Neuro-Control Design: Reconfigurable Neural Control in Precision Space Structural Platforms

Neural Approximationsfor Finite- and Infinite-Horizon Optimal Control

Index

Table of Contents provided by Publisher. All Rights Reserved.