书目名称 | Logic-Based Benders Decomposition |
副标题 | Theory and Applicati |
编辑 | John Hooker |
视频video | http://file.papertrans.cn/589/588091/588091.mp4 |
概述 | Introduces logic-based Benders decomposition (LBBD) for optimization, which substantially generalizes the classical Benders method.Provides a concise and accessible exposition of all the relevant conc |
丛书名称 | Synthesis Lectures on Operations Research and Applications |
图书封面 |  |
描述 | .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 |
出版日期 | Book 2024 |
关键词 | Logic-based Benders Decomposition; Inference Duality; Branch and Check; Combinatorial Benders Cuts; Plan |
版次 | 1 |
doi | https://doi.org/10.1007/978-3-031-45039-6 |
isbn_softcover | 978-3-031-45041-9 |
isbn_ebook | 978-3-031-45039-6Series ISSN 2770-6303 Series E-ISSN 2770-6311 |
issn_series | 2770-6303 |
copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl |