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      Intelligent Systems Modeling, Optimization, and Control
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      Intelligent Systems Modeling, Optimization, and Control

      DOI link for Intelligent Systems Modeling, Optimization, and Control

      Intelligent Systems Modeling, Optimization, and Control book

      Modeling, Optimization, and Control

      Intelligent Systems Modeling, Optimization, and Control

      DOI link for Intelligent Systems Modeling, Optimization, and Control

      Intelligent Systems Modeling, Optimization, and Control book

      Modeling, Optimization, and Control
      ByYung C. Shin, Chengying Xu
      Edition 1st Edition
      First Published 2014
      eBook Published 31 January 2017
      Pub. Location Boca Raton
      Imprint CRC Press
      DOI https://doi.org/10.1201/9781420051773
      Pages 456
      eBook ISBN 9781315219516
      Subjects Engineering & Technology
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      Get Citation

      Shin, Y.C., & Xu, C. (2014). Intelligent Systems Modeling, Optimization, and Control: Modeling, Optimization, and Control (1st ed.). CRC Press. https://doi.org/10.1201/9781420051773

      ABSTRACT

      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.

      TABLE OF CONTENTS

      chapter |8 pages

      Intelligent Systems

      chapter |54 pages

      Modeling of Nonlinear Systems: Fuzzy Logic, Neural Networks, and Neuro-Fuzzy Systems

      chapter |32 pages

      Efficient Training Algorithms

      chapter 4|30 pages

      Fuzzy Inverse Model Development

      chapter 5|24 pages

      Model-Based Optimization

      chapter 6|10 pages

      Neural Control

      chapter 7|52 pages

      Fuzzy Control

      chapter 8|26 pages

      Stability Analysis Method

      chapter 9|78 pages

      Intelligent Control for SISO Nonlinear Systems

      chapter |34 pages

      Intelligent Control for MISO Nonlinear Systems

      chapter |32 pages

      Knowledge-Based Multivariable Fuzzy Control

      chapter 12|44 pages

      Model-Based Multivariable Fuzzy Control

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