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Titlebook: Resilience in the Digital Age; Fred S. Roberts,Igor A. Sheremet Book 2021 Springer Nature Switzerland AG 2021 artificial intelligence.big

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書目名稱Resilience in the Digital Age
編輯Fred S. Roberts,Igor A. Sheremet
視頻videohttp://file.papertrans.cn/829/828344/828344.mp4
概述Contains new theoretical and applied results and surveys in the area of resilience of digitized STSs.Explains how robotics can enhance pre-emptive measures to increase resilience.Contributions by well
叢書名稱Lecture Notes in Computer Science
圖書封面Titlebook: Resilience in the Digital Age; Fred S. Roberts,Igor A. Sheremet Book 2021 Springer Nature Switzerland AG 2021 artificial intelligence.big
描述.The growth of a global digital economy has enabled rapid communication, instantaneous movement of funds, and availability of vast amounts of information. With this come challenges such as the vulnerability of digitalized sociotechnological systems (STSs) to destructive events (earthquakes, disease events, terrorist attacks). Similar issues arise for disruptions to complex linked natural and social systems (from changing climates, evolving urban environments, etc.). This book explores new approaches to the resilience of sociotechnological and natural-social systems in a digital world of big data, extraordinary computing capacity, and rapidly developing methods of Artificial Intelligence...Most of the book’s papers were presented at the Workshop on Big Data and Systems Analysis held at the International Institute for Applied Systems Analysis in Laxenburg, Austria in February, 2020. Their authors are associated with the Task Group “Advanced mathematical tools for data-driven applied systems analysis” created and sponsored by CODATA in November, 2018...The world-wide COVID-19 pandemic illustrates the vulnerability of our healthcare systems, supply chains, and social infrastructure, an
出版日期Book 2021
關鍵詞artificial intelligence; big data; computer hardware; computer networks; computer systems; databases; disa
版次1
doihttps://doi.org/10.1007/978-3-030-70370-7
isbn_softcover978-3-030-70369-1
isbn_ebook978-3-030-70370-7Series ISSN 0302-9743 Series E-ISSN 1611-3349
issn_series 0302-9743
copyrightSpringer Nature Switzerland AG 2021
The information of publication is updating

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Chapter 1 Resilience Algorithms in Complex Networksdisruptions due to disease events, fires, outages in the power grid, and damage to critical infrastructure, and describes algorithms for responding to a disruption that minimize the departure from a previous state.
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Chapter 3 Vulnerability Assessment of Digitized Socio-technological Systems via Entropye present the application of a powerful and universal mathematical tool to data-driven applied systems analysis by bridging the socio-technological gap between organizational structures and system development. As information entropy can be significantly reduced, the assessment of the weaknesses in t
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Chapter 4 Two-Stage Nonsmooth Stochastic Optimization and Iterative Stochastic Quasigradient Proceduteractions between humans, economics, technology and nature. The systems are characterized by interdependencies, discontinuities, endogenous risks and thresholds, requiring nonsmooth quantile-based performance indicators, goals and constraints for their analysis and planning. The paper discusses the
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Chapter 5 Robotics as an Enabler of Resiliency to Disasters: Promises and Pitfallseed to improve resiliency through technological advancement. This article focuses on robotics and the role it can play towards providing resiliency to disasters. The progress in this domain brings the promise of effectively deploying robots in response to life-threatening disasters, which includes h
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