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Supply Chain Disruption Management Using Stochastic Mixed Integer Programming

โœ Scribed by Sawik, Tadeusz


Publisher
Springer
Year
2018
Tongue
English
Leaves
364
Series
International series in operations research & management science 256
Category
Library

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โœฆ Synopsis


"This book deals with stochastic combinatorial optimization problems in supply chain disruption management, with a particular focus on management of disrupted flows in customer-driven supply chains. The problems are modeled using a scenario based stochastic mixed integer programming to address risk-neutral, risk-averse and mean-risk decision-making in the presence of supply chain disruption risks. The book focuses Read more...


Abstract: "This book deals with stochastic combinatorial optimization problems in supply chain disruption management, with a particular focus on management of disrupted flows in customer-driven supply chains. The problems are modeled using a scenario based stochastic mixed integer programming to address risk-neutral, risk-averse and mean-risk decision-making in the presence of supply chain disruption risks. The book focuses on innovative, computationally efficient portfolio approaches to supply chain disruption management, e.g., selection of primary and recovery supply portfolios, demand portfolios, capacity portfolios, etc.Numerous computational examples throughout the book, modeled in part on real-world supply chain disruption management problems, illustrate the material presented and provide managerial insights. In the computational examples, the proposed mathematical programming models are solved using an advanced algebraic modeling language such as AMPL and CPLEX, GUROBI and XPRESS solvers. The knowledge and tools provided in the book allow the reader to model and solve supply chain disruption management problems using commercially available software for mixed integer programming. Using the end-of chapter problems and exercises, the monograph can also be used as a textbook for an advanced course in supply chain risk management.After an introductory chapter, the book is then divided into five main parts. Part I addresses selection of a supply portfolio; Part II considers integrated selection of supply portfolio and scheduling; Part III looks at integrated, equitably efficient selection of supply portfolio and scheduling; Part IV examines integrated selection of primary and recovery supply (and demand) portfolios and scheduling; and Part V addresses disruption management of information flows in supply chains."

โœฆ Table of Contents


Front Matter....Pages i-xxx
Introduction....Pages 1-12
Front Matter....Pages 13-13
Selection of Static Supply Portfolio....Pages 15-41
Selection of Dynamic Supply Portfolio....Pages 43-67
Selection of Resilient Supply Portfolio....Pages 69-100
Front Matter....Pages 101-101
Integrated Selection of Supply Portfolio and Scheduling of Production....Pages 103-147
Integrated Selection of Supply Portfolio and Scheduling of Production and Distribution....Pages 149-185
Front Matter....Pages 187-187
A Fair Decision-Making Under Disruption Risks....Pages 189-210
A Robust Decision-Making Under Disruption Risks....Pages 211-236
Front Matter....Pages 237-237
Selection of Primary and Recovery Supply Portfolios and Scheduling....Pages 239-270
Selection of Primary and Recovery Supply and Demand Portfolios and Scheduling....Pages 271-311
Front Matter....Pages 313-313
Selection of Cybersecurity Safequards Portfolio....Pages 315-335
Back Matter....Pages 337-349

โœฆ Subjects


Business logistics -- Data processing;Integer programming;BUSINESS & ECONOMICS / Industrial Management;BUSINESS & ECONOMICS / Management;BUSINESS & ECONOMICS / Management Science;BUSINESS & ECONOMICS / Organizational Behavior


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