Books > Professional & Technical > Electronics & communications engineering > Electronics engineering > Automatic control engineering
|
Buy Now
Neural Network Control of Nonlinear Discrete-Time Systems (Hardcover)
Loot Price: R6,194
Discovery Miles 61 940
|
|
Neural Network Control of Nonlinear Discrete-Time Systems (Hardcover)
Series: Automation and Control Engineering
Expected to ship within 12 - 17 working days
|
Donate to Against Period Poverty
Total price: R6,214
Discovery Miles: 62 140
|
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.
General
Is the information for this product incomplete, wrong or inappropriate?
Let us know about it.
Does this product have an incorrect or missing image?
Send us a new image.
Is this product missing categories?
Add more categories.
Review This Product
No reviews yet - be the first to create one!
|
|
Email address subscribed successfully.
A activation email has been sent to you.
Please click the link in that email to activate your subscription.