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Logic-Based Benders Decomposition: Theory and Applications (Synthesis Lectures on Operations Research and Applications) - Tapa dura
- EditorialSpringer-Verlag GmbH
- Año de publicación2023
- ISBN 10 3031450388
- ISBN 13 9783031450389
- EncuadernaciónTapa dura
- Número de edición1
- Número de páginas152
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Logic-Based Benders Decomposition
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Springer International Publishing Nov 2023, 2023
ISBN 10: 3031450388
ISBN 13: 9783031450389
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Librería: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Alemania
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Buch. Condición: 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. Nº de ref. del artículo: 9783031450389
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Logic-Based Benders Decomposition : Theory and Applications
Publicado por
Springer International Publishing, 2023
ISBN 10: 3031450388
ISBN 13: 9783031450389
Nuevo
Tapa dura
Librería: AHA-BUCH GmbH, Einbeck, Alemania
Calificación del vendedor: 5 de 5 estrellas
Buch. Condición: 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. Nº de ref. del artículo: 9783031450389
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Logic-based Benders Decomposition
Publicado por
Springer International Publishing, 2023
ISBN 10: 3031450388
ISBN 13: 9783031450389
Nuevo
Tapa dura
Librería: moluna, Greven, Alemania
Calificación del vendedor: 5 de 5 estrellas
Condición: 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. Nº de ref. del artículo: 1082981448
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