Stochastic Modeling and Optimization Methods for Critical Infrastructure Protection, Volume 2

Alexei A. Gaivoronski , Pavel S. Knopov , Vladimir I. Norkin , Volodymyr A. Zaslavskyi 지음

Wiley-ISTE 2025년 05월 07일 출간

작품소개

책소개

Stochastic Modeling and Optimization Methods for Critical Infrastructure Protection is a thorough exploration of mathematical models and tools that are designed to strengthen critical infrastructures against threats both natural and adversarial. Divided into two volumes, this first volume examines stochastic modeling across key economic sectors and their interconnections, while the second volume focuses on advanced mathematical methods for enhancing infrastructure protection. The book covers a range of themes, including risk assessment techniques that account for systemic interdependencies within modern technospheres, the dynamics of uncertainty, instability and system vulnerabilities. The book also presents other topics such as cryptographic information protection and Shannon’s theory of secret systems, alongside solutions arising from optimization, game theory and machine learning approaches. Featuring research from international collaborations, this book covers both theory and applications, offering vital insights for advanced risk management curricula. It is intended not only for researchers, but also educators and professionals in infrastructure protection and stochastic optimization.

목차

Preface xiAlexei A. GAIVORONSKI, Pavel S. KNOPOV, Vladimir I. NORKIN and Volodymyr A. ZASLAVSKYI Part 1. Mathematical Models and Methods for Risk Mitigation and Defending Critical Infrastructure 1 Introduction to Part 1 3Pavel S. KNOPOV and Vladimir I. NORKIN Chapter 1. Three Approaches to Decision-making Under Risk and Uncertainty for the Critical Infrastructure Protection 5Vladimir S. KIRILYUK 1.1. Introduction 5 1.2. Decision-making in stochastic conditions of risk and uncertainty 7 1.3. Some traditional risk assessments and worst-case analysis 19 1.4. Adversarial risk analysis in conditions of terrorist threat 26 1.5. Conclusion 28 1.6. Acknowledgments 29 1.7. List of abbreviations 29 1.8. References 29 Chapter 2. Models of Anti-Terrorist Protection 33Vladimir I. NORKIN 2.1. Area control tasks 33 2.2. Simulation of attack and passive defense 37 2.3. Modeling attack on a market: a linear programming model 39 2.4. A probabilistic version of the problem of attacking the objective function 41 2.5. Modeling an attack on resources of optimal systems 42 2.6. Modeling an attack on the transport system 42 2.7. Models of protection of transport and information networks 44 2.8. Stochastic models of passive protection of transport and information networks 47 2.9. Acknowledgments 49 2.10. References 49 Chapter 3. Allocation of Resources for the Critical Infrastructure Protection 53Vladimir I. NORKIN, Alexei A. GAIVORONSKI, Pavel S. KNOPOV and Volodymyr A. ZASLAVSKYI 3.1. The hierarchical dynamic programming 53 3.2. Examples of resource allocation problems 60 3.3. Conclusion 64 3.4. Acknowledgments 64 3.5. References 64 Chapter 4. Simulation of the Defender-Attacker Game f

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작가정보

저자(글) Alexei A. Gaivoronski

저자(글) Pavel S. Knopov

저자(글) Vladimir I. Norkin

저자(글) Volodymyr A. Zaslavskyi