株式会社極東書店トップ ＞ 商品一覧 ＞ Large Scale Optimization in Supply Chains and Smart Manufacturing : Theory and Applications. 1st ed. 2019.
商品詳細
Large Scale Optimization in Supply Chains and Smart Manufacturing : Theory and Applications. 1st ed. 2019.
・ISBN 978-3-030-22787-6 hard EUR 49.99
￥13,361.- (税込) ※（※）価格はご注文時の参考価格となります。
納品価格につきましては書籍の入荷時点で確定となります。
版元の原価改定、外国為替の変動等により異なる場合がございますので、予めご了承下さい。
| 著者・編者 | Velasquez-Bermudez, Jesus M. / Khakifirooz, Marzieh / Fathi, Mahdi (eds.), |
|---|---|
| シリーズ | Springer Optimization and Its Applications |
| 出版社 | (Springer Nature Switzerland AG, SZ) |
| 出版年月 | 2019 |
| ページ数 | 282 pp. |
| 言語 | ENG |
| ニュース番号 | ＜M25-3294＞ |
解説
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 optimizing the knowledge-based expert system for convex and non-convex problems.