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Titlebook: Logic-Based Benders Decomposition; Theory and Applicati John Hooker Book 2024 The Editor(s) (if applicable) and The Author(s), under exclus

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發(fā)表于 2025-3-21 16:57:42 | 只看該作者 |倒序?yàn)g覽 |閱讀模式
書(shū)目名稱Logic-Based Benders Decomposition
副標(biāo)題Theory and Applicati
編輯John Hooker
視頻videohttp://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
叢書(shū)名稱Synthesis Lectures on Operations Research and Applications
圖書(shū)封面Titlebook: Logic-Based Benders Decomposition; Theory and Applicati John Hooker Book 2024 The Editor(s) (if applicable) and The Author(s), under exclus
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
關(guān)鍵詞Logic-based Benders Decomposition; Inference Duality; Branch and Check; Combinatorial Benders Cuts; Plan
版次1
doihttps://doi.org/10.1007/978-3-031-45039-6
isbn_softcover978-3-031-45041-9
isbn_ebook978-3-031-45039-6Series ISSN 2770-6303 Series E-ISSN 2770-6311
issn_series 2770-6303
copyrightThe Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl
The information of publication is updating

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發(fā)表于 2025-3-21 23:10:00 | 只看該作者
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發(fā)表于 2025-3-22 07:49:57 | 只看該作者
John Hookeras far as to declare that ‘realism is well and truly dead’ (1986a, 112) and to compose the obituary of the debate, . the Natural Ontological Attitude. Fortunately, the allegations of premature death failed to persuade many philosophers, for whom the scientific realism debate has had a glorious past
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發(fā)表于 2025-3-22 12:00:32 | 只看該作者
John Hookermework for studying abduction and induction as forms of ampliative reasoning’. There is a tension, however, at the outset. Bayesian reasoning does . have rules of acceptance. On a strict Bayesian approach,. we can never detach the probability of the conclusion of a probabilistic argument, no matter
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發(fā)表于 2025-3-22 16:28:17 | 只看該作者
John Hooker the privatisation of digital tools as a mean of knowledge production. Arguing that education needs to adapt to the modern learner, the book’s unique approach is based on a disassociation with the deeply ingrained attitude with which people have traditionally viewed education – learning the existing
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發(fā)表于 2025-3-22 18:37:08 | 只看該作者
the privatisation of digital tools as a mean of knowledge production. Arguing that education needs to adapt to the modern learner, the book’s unique approach is based on a disassociation with the deeply ingrained attitude with which people have traditionally viewed education – learning the existing
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發(fā)表于 2025-3-23 01:11:54 | 只看該作者
Introduction,to the substantial generalization represented by logic-based Benders decomposition (LBBD). It chronicles some early developments in LBBD, and it provides a motivating example that illustrates the basic ideas that underlie LBBD. It concludes with a brief overview of the rest of the book.
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發(fā)表于 2025-3-23 03:18:37 | 只看該作者
Basic Theory, formally states the LBBD algorithm and proves finite convergence when certain variables have finite domains, a condition normally satisfied in practice. It shows how classical Benders decomposition is a special case, and suggests some alternative perspectives on LBBD that provide additional insight
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發(fā)表于 2025-3-23 06:47:38 | 只看該作者
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