Neural Network Control of Nonlinear Discrete-Time Systems (Automation and Control Engineering)
Description:
Intelligent systems are a hallmark of modern feedback control systems. But as these systems mature, we have come to expect higher levels of performance in speed and accuracy in the face of severe nonlinearities, disturbances, unforeseen dynamics, and unstructured uncertainties. Artificial neural networks offer a combination of adaptability, parallel processing, and learning capabilities that outperform other intelligent control methods in more complex systems.
Borrowing from Biology
Examining neurocontroller design in discrete-time for the first time, Neural Network Control of Nonlinear Discrete-Time Systems presents powerful modern control techniques based on the parallelism and adaptive capabilities of biological nervous systems. At every step, the author derives rigorous stability proofs and presents simulation examples to demonstrate the concepts.
Progressive Development
After an introduction to neural networks, dynamical systems, control of nonlinear systems, and feedback linearization, the book builds systematically from actuator nonlinearities and strict feedback in nonlinear systems to nonstrict feedback, system identification, model reference adaptive control, and novel optimal control using the Hamilton-Jacobi-Bellman formulation. The author concludes by developing a framework for implementing intelligent control in actual industrial systems using embedded hardware.
Neural Network Control of Nonlinear Discrete-Time Systems fosters an understanding of neural network controllers and explains how to build them using detailed derivations, stability analysis, and computer simulations.
Best prices to buy, sell, or rent ISBN 9780824726775
Frequently Asked Questions about Neural Network Control of Nonlinear Discrete-Time Systems (Automation and Control Engineering)
The price for the book starts from $219.75 on Amazon and is available from 5 sellers at the moment.
If you’re interested in selling back the Neural Network Control of Nonlinear Discrete-Time Systems (Automation and Control Engineering) book, you can always look up BookScouter for the best deal. BookScouter checks 30+ buyback vendors with a single search and gives you actual information on buyback pricing instantly.
As for the Neural Network Control of Nonlinear Discrete-Time Systems (Automation and Control Engineering) book, the best buyback offer comes from and is $ for the book in good condition.
Not enough insights yet.
Not enough insights yet.