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Books > Computing & IT > Internet > Network computers
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A Game- and Decision-Theoretic Approach to Resilient Interdependent Network Analysis and Design (Paperback, 1st ed. 2020)
Loot Price: R1,408
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A Game- and Decision-Theoretic Approach to Resilient Interdependent Network Analysis and Design (Paperback, 1st ed. 2020)
Series: SpringerBriefs in Control, Automation and Robotics
Expected to ship within 18 - 22 working days
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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.
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