Computational Intelligence
eBook - ePub

Computational Intelligence

Synergies of Fuzzy Logic, Neural Networks and Evolutionary Computing

  1. English
  2. ePUB (mobile friendly)
  3. Available on iOS & Android
eBook - ePub

Computational Intelligence

Synergies of Fuzzy Logic, Neural Networks and Evolutionary Computing

About this book

Computational Intelligence: Synergies of Fuzzy Logic, Neural Networks and Evolutionary Computing presents an introduction to some of the cutting edge technological paradigms under the umbrella of computational intelligence. Computational intelligence schemes are investigated with the development of a suitable framework for fuzzy logic, neural networks and evolutionary computing, neuro-fuzzy systems, evolutionary-fuzzy systems and evolutionary neural systems. Applications to linear and non-linear systems are discussed with examples.

Key features:

  • Covers all the aspects of fuzzy, neural and evolutionary approaches with worked out examples, MATLAB® exercises and applications in each chapter
  • Presents the synergies of technologies of computational intelligence such as evolutionary fuzzy neural fuzzy and evolutionary neural systems
  • Considers real world problems in the domain of systems modelling, control and optimization
  • Contains a foreword written by Lotfi Zadeh

Computational Intelligence: Synergies of Fuzzy Logic, Neural Networks and Evolutionary Computing is an ideal text for final year undergraduate, postgraduate and research students in electrical, control, computer, industrial and manufacturing engineering.

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Information

Publisher
Wiley
Year
2013
Print ISBN
9781118337844
Edition
1
eBook ISBN
9781118534816

Table of contents

  1. Cover
  2. Title Page
  3. Copyright
  4. Dedication
  5. Foreword
  6. Preface
  7. Acknowledgements
  8. Chapter 1: Introduction to Computational Intelligence
  9. Chapter 2: Introduction to Fuzzy Logic
  10. Chapter 3: Fuzzy Systems and Applications
  11. Chapter 4: Neural Networks
  12. Chapter 5: Neural Systems and Applications
  13. Chapter 6: Evolutionary Computing
  14. Chapter 7: Evolutionary Systems
  15. Chapter 8: Evolutionary Fuzzy Systems
  16. Chapter 9: Evolutionary Neural Networks
  17. Chapter 10: Neural Fuzzy Systems
  18. Appendix A: MATLAB® Basics
  19. Appendix B: MATLAB® Programs for Fuzzy Logic
  20. Appendix C: MATLAB® Programs for Fuzzy Systems
  21. Appendix D: MATLAB® Programs for Neural Systems
  22. Appendix E: MATLAB® Programs for Neural Control Design
  23. Appendix F: MATLAB® Programs for Evolutionary Algorithms
  24. Appendix G: MATLAB® Programs for Neuro-Fuzzy Systems
  25. Index

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Yes, you can access Computational Intelligence by Nazmul Siddique,Hojjat Adeli in PDF and/or ePUB format, as well as other popular books in Technology & Engineering & Quality Control in Engineering. We have over 1.5 million books available in our catalogue for you to explore.