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Optimization in Electrical Engineering

  • Textbook
  • © 2019

Overview

Authors:
  1. Mohammad Fathi

    1. University of Kurdistan, Kurdistan, Iran

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    You can also search for this author in PubMed   Google Scholar

  2. Hassan Bevrani

    1. University of Kurdistan, Kurdistan, Iran

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    You can also search for this author in PubMed   Google Scholar

  • Reveals a systematic approach of optimization algorithms designed for real world applications

  • Contains numerous new application examples to demonstrate how fundamentals can be applied in the domain of new electrical engineering areas such as smart grids, microgrids, and communication networks

  • Provides engineering students with comprehensive coverage of the required fundamentals

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Table of contents (7 chapters)

  1. Front Matter

    Pages i-ix
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  2. Introduction

    • Mohammad Fathi, Hassan Bevrani
    Pages 1-13

  3. Linear Algebra Review

    • Mohammad Fathi, Hassan Bevrani
    Pages 15-45

  4. Set Constrained Optimization

    • Mohammad Fathi, Hassan Bevrani
    Pages 47-68

  5. Convex Programming

    • Mohammad Fathi, Hassan Bevrani
    Pages 69-93

  6. Duality

    • Mohammad Fathi, Hassan Bevrani
    Pages 95-112

  7. LMI-Based Optimization

    • Mohammad Fathi, Hassan Bevrani
    Pages 113-135

  8. Artificial Intelligence and Evolutionary Algorithms-Based Optimization

    • Mohammad Fathi, Hassan Bevrani
    Pages 137-169

  9. Back Matter

    Pages 171-174
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Keywords

About this book

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.

Authors and Affiliations

  • University of Kurdistan, Kurdistan, Iran

    Mohammad Fathi, Hassan Bevrani

About the authors

Mohammad Fathi received the M.Sc. and Ph.D. degrees in electrical engineering from the Amirkabir University of Technology, Tehran, Iran, in 2003 and 2010, respectively. From 2003 to 2006, he was a Lecturer with the Department of Electrical Engineering, University of Kurdistan, Faculty of Engineering, Sanandaj, Iran, where he is currently working as an Associate Professor. From February 2010 to November 2010, he conducted part of his Ph.D. research work in the Communications and Networking Theory Laboratory, Royal Institute of Technology, Stockholm, Sweden. His current research interests include power scheduling, smart grid communications and control, network resource allocation, and optimization.

Hassan Bevrani received a PhD degree in electrical engineering from Osaka University in 2004. Currently, he is a full professor and the Program Leader of Micro/Smart Grids Research Center (SMGRC) at the University of Kurdistan. Over the years, he has worked with Osaka University, Kumamoto University (Japan), Queensland University of Technology (Australia), Kyushu Institute of Technology, Centrale Lille (France), and Technical University of Berlin (Germany). He is the author of 6 international books, 15 book chapters, and more than 300 journal/conference papers. He has been the guest editor of 3 volumes of Elsevier Energy Procedia journal. His current research interests include optimization, smart grid operation and control, power system stability, Microgrid dynamics and control, and Intelligent/robust control applications in power electric industry.    

 

Bibliographic Information

  • Book Title: Optimization in Electrical Engineering

  • Authors: Mohammad Fathi, Hassan Bevrani

  • DOI: https://doi.org/10.1007/978-3-030-05309-3

  • Publisher: Springer Cham

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer Nature Switzerland AG 2019

  • Hardcover ISBN: 978-3-030-05308-6Published: 13 March 2019

  • eBook ISBN: 978-3-030-05309-3Published: 01 March 2019

  • Edition Number: 1

  • Number of Pages: IX, 174

  • Number of Illustrations: 17 b/w illustrations, 43 illustrations in colour

  • Topics: Power Electronics, Electrical Machines and Networks, Optimization, Energy Systems

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