Multi-Objective Optimization System Designs and Their Applications
eBook - ePub

Multi-Objective Optimization System Designs and Their Applications

  1. 450 pages
  2. English
  3. ePUB (mobile friendly)
  4. Available on iOS & Android
eBook - ePub

Multi-Objective Optimization System Designs and Their Applications

About this book

This book introduces multi-objective design methods to solve multi-objective optimization problems (MOPs) of linear/nonlinear dynamic systems under intrinsic random fluctuation and external disturbance. The MOPs of multiple targets for systems are all transformed into equivalent linear matrix inequality (LMI)-constrained MOPs. Corresponding reverse-order LMI-constrained multi-objective evolution algorithms are introduced to solve LMI-constrained MOPs using MATLAB®. All proposed design methods are based on rigorous theoretical results, and their applications are focused on more practical engineering design examples.

Features:

  • Discusses multi-objective optimization from an engineer's perspective
  • Contains the theoretical design methods of multi-objective optimization schemes
  • Includes a wide spectrum of recent research topics in control design, especially for stochastic mean field diffusion problems
  • Covers practical applications in each chapter, like missile guidance design, economic and financial systems, power control tracking, minimization design in communication, and so forth
  • Explores practical multi-objective optimization design examples in control, signal processing, communication, and cyber-financial systems

This book is aimed at researchers and graduate students in electrical engineering, control design, and optimization.

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Yes, you can access Multi-Objective Optimization System Designs and Their Applications by Bor-Sen Chen in PDF and/or ePUB format, as well as other popular books in Technology & Engineering & Electrical Engineering & Telecommunications. We have over one million books available in our catalogue for you to explore.

Table of contents

  1. Cover
  2. Half Title
  3. Title
  4. Copyright
  5. Contents
  6. Preface
  7. About the Author
  8. Part I: General Theory for Multi-Objective Optimization Designs of Stochastic Systems
  9. Part II: Multi-Objective Optimization Designs in Control Systems
  10. Part III: Multi-Objective Optimization Designs in Signal Processing and Systems Communication
  11. Part IV: Multi-Objective Optimization Designs in Cyber-Social Systems
  12. References
  13. Index