Ali Zilouchian (ed.)

Intelligent Control Systems Using Soft Computing Methodologies

Herausgeber: Zilouchian, Ali; Jamshidi, Mo

• Gebundenes Buch

Produktbeschreibung

Prior to this book's publication, there was no comprehensive text that explores intelligent control with focus on the design and analysis of industrial applications and integrating the use of MATLAB. This book does all that and more. Suited as both a textbook and a reference, Intelligent Control Systems Using Soft Computing Methodologies explores recent advances in intelligent control from both the theoretical and the practical viewpoints. It integrates intelligent control design methodologies using Simulink and MATLAB to provide designers with a set of flexible, robust controllers and students with a tool for solving the numerous examples and exercises within the book.

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Produktdetails

• Verlag: CRC Press / Taylor & Francis Ltd (Sales)
• Seitenzahl: 504
• Erscheinungstermin: 27. März 2001
• Englisch
• Abmessung: 241mm x 165mm x 31mm
• Gewicht: 853g
• ISBN-13: 9780849318757
• ISBN-10: 0849318750
• Artikelnr.: 22367853

Autorenporträt

Ali Zilouchian, Mo Jamshidi

Inhaltsangabe

Introduction to Intelligent Control. Fundamentals of Neural Networks.
Supervised and Unsupervised Learning. Neural Network Applications: Oil
Refinery and Chemical Processes. Neural Network Applications: Desalination
Technology. Application of Neural Networks in Digital Signal Processing.
Application of Neural Networks in Medicine and Biology. Application of
Neural Networks to Pattern Recognition. Application of Computer Networking
Using Neural Networks. Introduction of Fuzzy Sets: Basic Definitions and
Relations. Introduction to Fuzzy Logic. Fuzzy Control and Stability.
Application of Fuzzy Logic: Navigation of Space Vehicle. .Autonomous
Underwater Vehicle Control Using Fuzzy Logic. Fuzzy Clustering and its
Application to Image Processing. Application of Fuzzy Logic for Energy
Management of Heating and Cooling Systems. .Application of Fuzzy Logic to
Power Systems. Application of Fuzzy Logic to Automation. Application of
Fuzzy Logic to Robot Manipulators. Introduction to Genetic Algorithms.
Applications of Genetic Algorithms. . Optimization of Fuzzy Control Rules
with Genetic Algorithms. Beyond Intelligent Systems.