| 书目名称 | Large Scale Optimization in Supply Chains and Smart Manufacturing | | 副标题 | Theory and Applicati | | 编辑 | Jesús M. Velásquez-Bermúdez,Marzieh Khakifirooz,Ma | | 视频video | | | 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 | | 丛书名称 | Springer Optimization and Its Applications | | 图书封面 |  | | 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 | | 关键词 | Large-scale optimization with Applications; Supply Chain Management; Service Operations Management; Log | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-030-22788-3 | | isbn_softcover | 978-3-030-22790-6 | | isbn_ebook | 978-3-030-22788-3Series ISSN 1931-6828 Series E-ISSN 1931-6836 | | issn_series | 1931-6828 | | copyright | Springer Nature Switzerland AG 2019 |
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发表于 2025-3-21 17:49:36
