Large Scale Optimization in Supply Chains and Smart Manufacturing : Theory and Applications. 1st ed. 2019

種類:

電子ブック

責任表示:

edited by Jesús M. Velásquez-Bermúdez, Marzieh Khakifirooz, Mahdi Fathi

出版情報:

Cham : Springer International Publishing : Imprint: Springer, 2019

著者名:

• Velásquez-Bermúdez, Jesús M.
• Khakifirooz, Marzieh.
• Fathi, Mahdi.
• SpringerLink (Online service)

シリーズ名:

Springer Optimization and Its Applications ; 149

ISBN:

9783030227883 [303022788X]    

注記:

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 prac

ローカル注記:

学内専用E-BOOKS (local access only)