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Titlebook: Large Scale Optimization in Supply Chains and Smart Manufacturing; Theory and Applicati Jesús M. Velásquez-Bermúdez,Marzieh Khakifirooz,Ma

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書目名稱Large Scale Optimization in Supply Chains and Smart Manufacturing
副標(biāo)題Theory and Applicati
編輯Jesús M. Velásquez-Bermúdez,Marzieh Khakifirooz,Ma
視頻videohttp://file.papertrans.cn/582/581361/581361.mp4
概述Introduces theory of large scale optimization.Presents cases studies of optimization/equilibrium large-scale mathematical problems.Features applications of large-scale mathematical programming methodo
叢書名稱Springer Optimization and Its Applications
圖書封面Titlebook: Large Scale Optimization in Supply Chains and Smart Manufacturing; Theory and Applicati Jesús M. Velásquez-Bermúdez,Marzieh Khakifirooz,Ma
描述.In this book, theory of large scale optimization is introduced with case studies of real-world problems and applications of structured mathematical modeling. The large scale optimization methods are represented by various theories such as Benders’ decomposition, logic-based Benders’ decomposition, Lagrangian relaxation, Dantzig –Wolfe decomposition, multi-tree decomposition, Van Roy’ cross decomposition and parallel decomposition for mathematical programs such as mixed integer nonlinear programming and stochastic programming.?.Case studies of large scale optimization in supply chain management, smart manufacturing, and Industry 4.0 are investigated with efficient implementation for real-time solutions. The features of case studies cover a wide range of fields including the Internet of things, advanced transportation systems, energy management, supply chain networks, service systems, operations management, risk management, and financial and sales management.?.Instructors, graduate students, researchers, and practitioners, would benefit from this book finding the applicability of large scale optimization in asynchronous parallel optimization, real-time distributed network, and optim
出版日期Book 2019
關(guān)鍵詞Large-scale optimization with Applications; Supply Chain Management; Service Operations Management; Log
版次1
doihttps://doi.org/10.1007/978-3-030-22788-3
isbn_softcover978-3-030-22790-6
isbn_ebook978-3-030-22788-3Series ISSN 1931-6828 Series E-ISSN 1931-6836
issn_series 1931-6828
copyrightSpringer Nature Switzerland AG 2019
The information of publication is updating

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Multi-Tree Decomposition Methods for Large-Scale Mixed Integer Nonlinear Optimization,d by linking low-dimensional sub-problems by (linear) coupling constraints. Decomposition methods solve a block-separable MINLP by alternately solving master problems and sub-problems. In practice, decomposition methods are sometimes the only possibility to compute high-quality solutions of large-sc
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An Outer Approximation Algorithm for Capacitated Disassembly Scheduling Problem with Parts Commonalulti-period disassembly scheduling problem with parts commonality and random demand. The problem is formulated as a mixed integer nonlinear program (MINLP) with chance constraints. The objective function of the model is to minimize expected total cost, including set-up cost, start-up cost, procureme
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