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Optimization in Electrical Engineering

  • Mohammad Fathi
  • Hassan Bevrani

Table of contents

  1. Front Matter
    Pages i-ix
  2. Mohammad Fathi, Hassan Bevrani
    Pages 1-13
  3. Mohammad Fathi, Hassan Bevrani
    Pages 15-45
  4. Mohammad Fathi, Hassan Bevrani
    Pages 47-68
  5. Mohammad Fathi, Hassan Bevrani
    Pages 69-93
  6. Mohammad Fathi, Hassan Bevrani
    Pages 95-112
  7. Mohammad Fathi, Hassan Bevrani
    Pages 113-135
  8. Mohammad Fathi, Hassan Bevrani
    Pages 137-169
  9. Back Matter
    Pages 171-174

About this book

Introduction

This textbook provides students, researchers, and engineers in the area of electrical engineering with advanced mathematical optimization methods. Presented in a readable format, this book highlights fundamental concepts of advanced optimization used in electrical engineering.  Chapters provide a collection that ranges from simple yet important concepts such as unconstrained optimization to highly advanced topics such as linear matrix inequalities and artificial intelligence-based optimization methodologies. The reader is motivated to engage with the content via numerous application examples of optimization in the area of electrical engineering. The book begins with an extended review of linear algebra that is a prerequisite to mathematical optimization. It then precedes with unconstrained optimization, convex programming, duality, linear matrix inequality, and intelligent optimization methods. This book can be used as the main text in courses such as Engineering Optimization, Convex Engineering Optimization, Advanced Engineering Mathematics and Robust Optimization and will be useful for practicing design engineers in electrical engineering fields. Author provided cases studies and worked examples are included for student and instructor use.

Keywords

Convex optimization textbook Engineering optimization textbook Convex programming Dual domain Linear Matrix Inequalities (LMI) Artificial neural networks Particle swarm optimization Linear and nonlinear programming Set constrained optimization Smart/micro grids Robust/intelligent control Duality gap

Authors and affiliations

  • Mohammad Fathi
    • 1
  • Hassan Bevrani
    • 2
  1. 1.University of KurdistanKurdistanIran
  2. 2.University of KurdistanKurdistanIran

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-030-05309-3
  • Copyright Information Springer Nature Switzerland AG 2019
  • Publisher Name Springer, Cham
  • eBook Packages Engineering
  • Print ISBN 978-3-030-05308-6
  • Online ISBN 978-3-030-05309-3
  • Buy this book on publisher's site