Neural network-based adaptive control of uncertain nonlinear systems

Neural network-based adaptive control of uncertain nonlinear systems / Kasra Esfandiari, Farzaneh Abdollahi, Heidar A. Talebi.

The focus of this book is the application of artificial neural networks in uncertain dynamical systems. It explains how to use neural networks in concert with adaptive techniques for system identification, state estimation, and control problems. The authors begin with a brief historical overview of...

Full description

Saved in:
Bibliographic Details
Main Authors: Esfandiari, Kasra, Abdollahi, Farzaneh (Author), Talebi, H. A., 1965- (Author)
Format: eBook
Language:English
Published: Cham, Switzerland : Springer, 2021.
Subjects:
Adaptive control systems.
Neural networks (Computer science)
Nonlinear systems > Automatic control.
Adaptive control systems
Online Access:Click for online access
Table of Contents:
  • Introduction
  • Mathematical preliminaries
  • NN-Based Adaptive Control of Affine Nonlinear Systems
  • NN-Based Adaptive Control of Nonaffine Canonical Nonlinear
  • Systems
  • NN-Based Adaptive Control of Nonaffine Noncanonical Nonlinear
  • NN-Based Adaptive Control of MIMO Nonaffine Noncanonical
  • Nonlinear Systems.

Similar Items