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Logic-Based Benders Decomposition: Theory and Applications (Synthesis Lectures on Operations Research and Applications) - Hardcover

 
9783031450389: Logic-Based Benders Decomposition: Theory and Applications (Synthesis Lectures on Operations Research and Applications)
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  • PublisherSpringer
  • Publication date2023
  • ISBN 10 3031450388
  • ISBN 13 9783031450389
  • BindingHardcover
  • Edition number1
  • Number of pages151

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John Hooker
ISBN 10: 3031450388 ISBN 13: 9783031450389
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Book Description Buch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This book is the first comprehensive guide to logic-based Benders decomposition (LBBD), a general and versatile method for breaking large, complex optimization problems into components that are small enough for practical solution. The author introduces logic-based Benders decomposition for optimization, which substantially generalizes the classical Benders method.It can reduce solution times by orders of magnitude and allows decomposition to be applied to a much wider variety of optimization problems.On the theoretical side, this book provides a full account of inference duality concepts that underlie LBBD, as well as a description of how LBBD can be combined with stochastic and robust optimization, heuristic methods, and decision diagrams.It also clarifies the connection between LBBD and combinatorial Benders cuts for mixed integer programming.On the practical side, it explains how LBBD has been applied to a rapidly growing variety of problem domains. After describing basic theory, this book provides a comprehensive review of the rapidly growing literature that describes these applications, in each case explaining how LBBD is adapted to the problem at hand.In doing so this work provides a sourcebook of ideas for applying LBBD to new problems as they arise. 152 pp. Englisch. Seller Inventory # 9783031450389

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Published by Springer (2023)
ISBN 10: 3031450388 ISBN 13: 9783031450389
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Published by Springer (2023)
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Book Description Buch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - This book is the first comprehensive guide to logic-based Benders decomposition (LBBD), a general and versatile method for breaking large, complex optimization problems into components that are small enough for practical solution. The author introduces logic-based Benders decomposition for optimization, which substantially generalizes the classical Benders method.It can reduce solution times by orders of magnitude and allows decomposition to be applied to a much wider variety of optimization problems.On the theoretical side, this book provides a full account of inference duality concepts that underlie LBBD, as well as a description of how LBBD can be combined with stochastic and robust optimization, heuristic methods, and decision diagrams.It also clarifies the connection between LBBD and combinatorial Benders cuts for mixed integer programming.On the practical side, it explains how LBBD has been applied to a rapidly growingvariety of problem domains. After describing basic theory, this book provides a comprehensive review of the rapidly growing literature that describes these applications, in each case explaining how LBBD is adapted to the problem at hand.In doing so this work provides a sourcebook of ideas for applying LBBD to new problems as they arise. Seller Inventory # 9783031450389

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Book Description Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Introduces logic-based Benders decomposition (LBBD) for optimization, which substantially generalizes the classical Benders methodProvides a concise and accessible exposition of all the relevant concepts, including inference duality, branch-and-ch. Seller Inventory # 1082981448

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