Large Scale Optimization in Supply Chains and Smart Manufacturing

Language: English

Published by Springer, Palgrave Macmillan Sep 2019, 2019

3030227871 / 9783030227876

Series: Book 140 of 176 - Springer Optimization and Its Applications

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This item is printed on demand - Print on Demand Titel. Neuware -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.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 304 pp. Englisch.

Seller Inventory # 9783030227876

Title
Large Scale Optimization in Supply Chains and Smart Manufacturing
Author
Jesús M. Velásquez-Bermúdez
Publisher
Springer, Palgrave Macmillan Sep 2019
Publication year
2019
Condition
Neu
Binding
Buch
Language
English
ISBN 10
3030227871
ISBN 13
9783030227876
Item weight
678 grams
Dimensions
241x160x21 mm
Series
Book 140 of 176: Springer Optimization and Its Applications

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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