Advances in Intelligent Systems and Computing
cover

Optimization, Learning, and Control for Interdependent Complex Networks

Editors: Amini, M Hadi (Ed.)

  • Specifies the importance of efficient theoretical methods in dealing with problems in the context of interdependent networks
  • Provides a comprehensive investigation of recently developed algorithms for largescale networks
  • Presents basics and mathematical foundations needed to analyze and address the interdependent complex networks
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eBook 71,68 €
price for France (gross)
  • The eBook version of this title will be available soon
  • à paraître: 16 mars 2020
  • ISBN 978-3-030-34094-0
  • Digitally watermarked, DRM-free
  • Included format:
  • ebooks can be used on all reading devices
Hardcover 91,77 €
price for France (gross)
  • à paraître: 16 mars 2020
  • ISBN 978-3-030-34093-3
  • Free shipping for individuals worldwide
About this book

This book focuses on a wide range of optimization, learning, and control algorithms for interdependent complex networks and their role in smart energy systems, intelligent transportation networks, and smart cities. This book paves the way for researchers working on optimization, learning, and control spread over the fields of computer science, operation research, and electrical engineering. This book covers optimization algorithms for large-scale problems from theoretical foundations to real world applications, learning-based methods to enable intelligence in future smart cities, and control techniques to deal with the optimal and robust operation of complex systems. It further introduces novel algorithms for data analytics in large-scale interdependent networks.

  • Specifies the importance of efficient theoretical methods in dealing with problems in the context of interdependent networks
  • Provides a comprehensive investigation of recently developed algorithms for largescale networks
  • Presents basics and mathematical foundations needed to analyze and address the interdependent complex networks

About the authors

Dr. M. Hadi Amini is an Assistant Professor at the School of Computing and Information Sciences, College of Engineering and Computing at Florida International University. He received his Ph.D. in Electrical and Computer Engineering from Carnegie Mellon University in 2019, where he received the M.Sc. degree in 2015. He also holds a doctoral degree in Computer Science and Technology. Prior to that, he received the M.Sc. degree from Tarbiat Modares University in 2013, and the B.Sc. degree from the Sharif University of Technology in 2011. His research interests include theoretical learning and optimization algorithms, distributed algorithms, sensor networks, interdependent networks, and cyberphysical resilience. Application domains include energy systems and transportation electrification.

Hadi is a life member of IEEE-Eta Kappa Nu (IEEE-HKN), the honor society of IEEE. He served as President of Carnegie Mellon University Energy Science and Innovation Club; as technical program committee of several conferences; and as the lead editor for a book series on ‘‘Sustainable Interdependent Networks’’ since 2017. He has published more than 60 refereed journal, conference papers, and book chapters. He is the recipient of the best reviewer award from three IEEE Transactions, the best journal paper award in “Journal of Modern Power Systems and Clean Energy”, and the dean’s honorary award from the President of Sharif University of Technology. 

Buy this book

eBook 71,68 €
price for France (gross)
  • The eBook version of this title will be available soon
  • à paraître: 16 mars 2020
  • ISBN 978-3-030-34094-0
  • Digitally watermarked, DRM-free
  • Included format:
  • ebooks can be used on all reading devices
Hardcover 91,77 €
price for France (gross)
  • à paraître: 16 mars 2020
  • ISBN 978-3-030-34093-3
  • Free shipping for individuals worldwide
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Bibliographic Information

Bibliographic Information
Book Title
Optimization, Learning, and Control for Interdependent Complex Networks
Editors
  • M Hadi Amini
Series Title
Advances in Intelligent Systems and Computing
Series Volume
1123
Copyright
2020
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-34094-0
DOI
10.1007/978-3-030-34094-0
Hardcover ISBN
978-3-030-34093-3
Series ISSN
2194-5357
Edition Number
1
Number of Pages
II, 366
Number of Illustrations
22 b/w illustrations, 69 illustrations in colour
Topics