國立虎尾科技大學 |

A Game- and Decision-Theoretic Approach to Resilient Interdependent Network Analysis and Design

Record Type:	Language materials, printed : Monograph/item
Title/Author:	A Game- and Decision-Theoretic Approach to Resilient Interdependent Network Analysis and Design/ by Juntao Chen, Quanyan Zhu.
Author:	Chen, Juntao.
other author:	Zhu, Quanyan.
Description:	X, 105 p. 27 illus., 23 illus. in color.online resource. :
Contained By:	Springer Nature eBook
Subject:	Electrical engineering. -
Online resource:	https://doi.org/10.1007/978-3-030-23444-7
ISBN:	9783030234447

A Game- and Decision-Theoretic Approach to Resilient Interdependent Network Analysis and Design
Chen, Juntao.

A Game- and Decision-Theoretic Approach to Resilient Interdependent Network Analysis and Design[electronic resource] /by Juntao Chen, Quanyan Zhu. - 1st ed. 2020. - X, 105 p. 27 illus., 23 illus. in color.online resource. - SpringerBriefs in Control, Automation and Robotics,2192-6786. - SpringerBriefs in Control, Automation and Robotics,.

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.

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.

ISBN: 9783030234447

Standard No.: 10.1007/978-3-030-23444-7doiSubjects--Topical Terms:

596380
Electrical engineering.

LC Class. No.: TK1-9971

Dewey Class. No.: 621.382

A Game- and Decision-Theoretic Approach to Resilient Interdependent Network Analysis and Design
LDR:03509nam a22003975i 4500 001 1027208
003 DE-He213
005 20201026134222.0
007 cr nn 008mamaa
008 210318s2020 gw | s |||| 0|eng d
020 $a 9783030234447 $9 978-3-030-23444-7
024 7 $a 10.1007/978-3-030-23444-7 $2 doi
035 $a 978-3-030-23444-7
050 4 $a TK1-9971
072 7 $a TJK $2 bicssc
072 7 $a TEC041000 $2 bisacsh
072 7 $a TJK $2 thema
082 0 4 $a 621.382 $2 23
100 1 $a Chen, Juntao. $e author. $4 aut $4 http://id.loc.gov/vocabulary/relators/aut $3 1323562
245 1 2 $a A Game- and Decision-Theoretic Approach to Resilient Interdependent Network Analysis and Design $h [electronic resource] / $c by Juntao Chen, Quanyan Zhu.
250 $a 1st ed. 2020.
264 1 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2020.
300 $a X, 105 p. 27 illus., 23 illus. in color. $b online resource.
336 $a text $b txt $2 rdacontent
337 $a computer $b c $2 rdamedia
338 $a online resource $b cr $2 rdacarrier
347 $a text file $b PDF $2 rda
490 1 $a SpringerBriefs in Control, Automation and Robotics, $x 2192-6786
505 0 $a 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.
520 $a 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.
650 0 $a Electrical engineering. $3 596380
650 0 $a Game theory. $3 556918
650 0 $a Computer communication systems. $3 1115394
650 0 $a Control engineering. $3 1249728
650 1 4 $a Communications Engineering, Networks. $3 669809
650 2 4 $a Game Theory, Economics, Social and Behav. Sciences. $3 669497
650 2 4 $a Computer Communication Networks. $3 669310
650 2 4 $a Control and Systems Theory. $3 1211358
700 1 $a Zhu, Quanyan. $4 aut $4 http://id.loc.gov/vocabulary/relators/aut $3 1114545
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
776 0 8 $i Printed edition: $z 9783030234430
776 0 8 $i Printed edition: $z 9783030234454
830 0 $a SpringerBriefs in Control, Automation and Robotics, $x 2192-6786 $3 1254578
856 4 0 $u https://doi.org/10.1007/978-3-030-23444-7
912 $a ZDB-2-ENG
912 $a ZDB-2-SXE
950 $a Engineering (SpringerNature-11647)
950 $a Engineering (R0) (SpringerNature-43712)