Optimization, learning, and control for interdependent complex networks. (English) Zbl 1435.68017
Advances in Intelligent Systems and Computing 1123. Cham: Springer (ISBN 978-3-030-34093-3/hbk; 978-3-030-34094-0/ebook). x, 304 p. (2020).
Publisher’s description: 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.
\(\bullet\) Specifies the importance of efficient theoretical methods in dealing with problems in the context of interdependent networks
\(\bullet\) Provides a comprehensive investigation of recently developed algorithms for largescale networks
\(\bullet\) Presents basics and mathematical foundations needed to analyze and address the interdependent complex networks
The articles of this volume will not be indexed individually.
\(\bullet\) Specifies the importance of efficient theoretical methods in dealing with problems in the context of interdependent networks
\(\bullet\) Provides a comprehensive investigation of recently developed algorithms for largescale networks
\(\bullet\) Presents basics and mathematical foundations needed to analyze and address the interdependent complex networks
The articles of this volume will not be indexed individually.
MSC:
68-06 | Proceedings, conferences, collections, etc. pertaining to computer science |
68Txx | Artificial intelligence |
90B10 | Deterministic network models in operations research |
90C35 | Programming involving graphs or networks |
93B70 | Networked control |
93C83 | Control/observation systems involving computers (process control, etc.) |
00B15 | Collections of articles of miscellaneous specific interest |