Modeling and Simulation of Systems Using MATLAB and Simulink
eBook - ePub

Modeling and Simulation of Systems Using MATLAB and Simulink

  1. 734 pages
  2. English
  3. ePUB (mobile friendly)
  4. Available on iOS & Android
eBook - ePub

Modeling and Simulation of Systems Using MATLAB and Simulink

About this book

Not only do modeling and simulation help provide a better understanding of how real-world systems function, they also enable us to predict system behavior before a system is actually built and analyze systems accurately under varying operating conditions. Modeling and Simulation of Systems Using MATLAB® and Simulink® provides comprehensive, state-of-the-art coverage of all the important aspects of modeling and simulating both physical and conceptual systems. Various real-life examples show how simulation plays a key role in understanding real-world systems. The author also explains how to effectively use MATLAB and Simulink software to successfully apply the modeling and simulation techniques presented.

After introducing the underlying philosophy of systems, the book offers step-by-step procedures for modeling different types of systems using modeling techniques, such as the graph-theoretic approach, interpretive structural modeling, and system dynamics modeling. It then explores how simulation evolved from pre-computer days into the current science of today. The text also presents modern soft computing techniques, including artificial neural networks, fuzzy systems, and genetic algorithms, for modeling and simulating complex and nonlinear systems. The final chapter addresses discrete systems modeling.

Preparing both undergraduate and graduate students for advanced modeling and simulation courses, this text helps them carry out effective simulation studies. In addition, graduate students should be able to comprehend and conduct simulation research after completing this book.

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Yes, you can access Modeling and Simulation of Systems Using MATLAB and Simulink by Devendra K. Chaturvedi in PDF and/or ePUB format, as well as other popular books in Computer Science & Computer Graphics. We have over one million books available in our catalogue for you to explore.

Information

Table of contents

  1. Cover
  2. Half Title
  3. Title Page
  4. Copyright Page
  5. Dedication
  6. Table of Contents
  7. Preface
  8. Supplementary Resources Disclaimer
  9. Acknowledgments
  10. Author
  11. 1. Introduction to Systems
  12. 2. Systems Modeling
  13. 3. Formulation of State Space Model of Systems
  14. 4. Model Order Reduction
  15. 5. Analogous of Linear Systems
  16. 6. Interpretive Structural Modeling
  17. 7. System Dynamics Techniques
  18. 8. Simulation
  19. 9. Nonlinear and Chaotic System
  20. 10. Modeling with Artificial Neural Network
  21. 11. Modeling Using Fuzzy Systems
  22. 12. Discrete-Event Modeling and Simulation
  23. Appendix A
  24. Appendix B: Simulink
  25. Appendix C: Glossary
  26. Index