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Intelligent Systems: Modeling, Optimization, and Control

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Intelligent Systems: Modeling, Optimization, and Control Cover

 

Synopses & Reviews

Publisher Comments:

Providing a thorough introduction to the field of soft computing techniques, Intelligent Systems: Modeling, Optimization, and Control covers every major technique in artificial intelligence in a clear and practical style. This book highlights current research and applications, addresses issues encountered in the development of applied systems, and describes a wide range of intelligent systems techniques, including neural networks, fuzzy logic, evolutionary strategy, and genetic algorithms. The book demonstrates concepts through simulation examples and practical experimental results. Case studies are also presented from each field to facilitate understanding.

Synopsis:

The vast field of "intelligent systems" demands a high level of systematic efficiency. Intelligent Systems: Modeling, Optimization, and Control employs that same effectual style to compile all relevant system design techniques in one volume. This is that rare reference that developers can truly call a functional tool. Integrating different disciplines and data, it enables readers to draw from diverse areas to develop more efficient systems.

Table of Contents

Intelligent systems — Modeling of nonlinear systems: fuzzy logic, neural networks, and neuro-fuzzy systems — Efficient training algorithms — Fuzzy inverse model development — Model-based optimization — Neural control — Fuzzy control — Stability analysis method — Intelligent control for SISO nonlinear systems — Intelligent control for MISO nonlinear systems — Knowledge-based multivariable fuzzy control — Model-based multivariable fuzzy control.

Product Details

ISBN:
9781420051773
Subtitle:
Modeling, Optimization, and Control
Publisher:
CRC Press
Author:
Yung C. Shin
Author:
Chengying Xu
Author:
Xu, Chengying
Author:
Shin, Yung C.
Subject:
Engineering - Electrical & Electronic
Subject:
Electricity
Subject:
Expert systems (computer science)
Subject:
Intelligent control systems
Subject:
Artificial Intelligence - General
Subject:
Intelligence (AI) & Semantics
Subject:
Electronics - General
Subject:
Electricity-General Electricity
Subject:
main_subject
Subject:
all_subjects
Publication Date:
2009
Binding:
ELECTRONIC
Language:
English
Pages:
433

Related Subjects

Computers and Internet » Artificial Intelligence » General
Engineering » Communications » Telephony
Reference » Science Reference » Technology
Science and Mathematics » Electricity » General Electricity
Science and Mathematics » Electricity » General Electronics

Intelligent Systems: Modeling, Optimization, and Control
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Product details 433 pages Taylor & Francis - English 9781420051773 Reviews:
"Synopsis" by , The vast field of "intelligent systems" demands a high level of systematic efficiency. Intelligent Systems: Modeling, Optimization, and Control employs that same effectual style to compile all relevant system design techniques in one volume. This is that rare reference that developers can truly call a functional tool. Integrating different disciplines and data, it enables readers to draw from diverse areas to develop more efficient systems.
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