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Large scale optimization in supply c...

Velasquez-Bermudez, Jesus M.

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Large scale optimization in supply chains and smart manufacturing = theory and applications /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Large scale optimization in supply chains and smart manufacturing/ edited by Jesus M. Velasquez-Bermudez, Marzieh Khakifirooz, Mahdi Fathi.
其他題名:	theory and applications /
其他作者:	Velasquez-Bermudez, Jesus M.
出版者:	Cham :Springer International Publishing : : 2019.,
面頁冊數:	xxi, 282 p. :ill., digital ;24 cm.
Contained By:	Springer Nature eBook
標題:	Large scale systems. -
電子資源:	https://doi.org/10.1007/978-3-030-22788-3
ISBN:	9783030227883

Large scale optimization in supply chains and smart manufacturing = theory and applications /
Large scale optimization in supply chains and smart manufacturingtheory and applications /[electronic resource] :edited by Jesus M. Velasquez-Bermudez, Marzieh Khakifirooz, Mahdi Fathi. - Cham :Springer International Publishing :2019. - xxi, 282 p. :ill., digital ;24 cm. - Springer optimization and its applications,v.1491931-6828 ;. - Springer optimization and its applications ;v.149..

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.

ISBN: 9783030227883

Standard No.: 10.1007/978-3-030-22788-3doiSubjects--Topical Terms:

691082
Large scale systems.

LC Class. No.: TA168 / .L37 2019

Dewey Class. No.: 620.001171

Large scale optimization in supply chains and smart manufacturing = theory and applications /
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