A game- and decision-theoretic approach to resilient interdependent network analysis and design / Juntao Chen and Quanyan Zhu.
2020
QA76.9.C92
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Title
A game- and decision-theoretic approach to resilient interdependent network analysis and design / Juntao Chen and Quanyan Zhu.
Author
Chen, Juntao, author.
ISBN
9783030234447 (electronic book)
3030234444 (electronic book)
9783030234430
3030234444 (electronic book)
9783030234430
Published
Cham, Switzerland : Springer, [2020]
Copyright
©2020
Language
English
Description
1 online resource.
Item Number
10.1007/978-3-030-23
Call Number
QA76.9.C92
Dewey Decimal Classification
004
Summary
This brief introduces game- and decision-theoretical techniques for the analysis and design of resilient interdependent networks. It unites game and decision theory with network science to lay a system-theoretical foundation for understanding the resiliency of interdependent and heterogeneous network systems. The authors pay particular attention to critical infrastructure systems, such as electric power, water, transportation, and communications. They discuss how infrastructure networks are becoming increasingly interconnected as the integration of Internet of Things devices, and how a single-point failure in one network can propagate to other infrastructures, creating an enormous social and economic impact. The specific topics in the book include: · static and dynamic meta-network resilience game analysis and design; · optimal control of interdependent epidemics spreading over complex networks; and · applications to secure and resilient design of critical infrastructures. These topics are supported by up-to-date summaries of the authors recent research findings. The authors then discuss the future challenges and directions in the analysis and design of interdependent networks and explain the role of multi-disciplinary research has in computer science, engineering, public policy, and social sciences fields of study. The brief introduces new application areas in mathematics, economics, and system and control theory, and will be of interest to researchers and practitioners looking for new approaches to assess and mitigate risks in their systems and enhance their network resilience. A Game- and Decision-Theoretic Approach to Resilient Interdependent Network Analysis and Design also has self-contained chapters, which allows for multiple levels of reading by anyone with an interest in game and decision theory and network science.
Bibliography, etc. Note
Includes bibliographical references.
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Access limited to authorized users.
Source of Description
Online resource; title from PDF title page (viewed July 24, 2019).
Added Author
Zhu, Quanyan, author.
Series
SpringerBriefs in electrical and computer engineering.
SpringerBriefs in control, automation and robotics.
SpringerBriefs in control, automation and robotics.
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Table of Contents
I: Introduction
II: Background of Game Theory and Network Science
III: Meta-Network Modeling and Resilience Analysis
IV: Interdependent Complex Networks
V: Interdependent Critical Infrastructure Networks
VI: Conclusions.
II: Background of Game Theory and Network Science
III: Meta-Network Modeling and Resilience Analysis
IV: Interdependent Complex Networks
V: Interdependent Critical Infrastructure Networks
VI: Conclusions.