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Large Scale Optimization in Supply Chains and Smart Manufacturing
By:Jesús M. Velásquez-Bermúdez,Marzieh Khakifirooz,Mahdi Fathi
Published on 2019-09-06 by Springer Nature

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.

This Book was ranked at 35 by Google Books for keyword Manufacturing.

Book ID of Large Scale Optimization in Supply Chains and Smart Manufacturing's Books is 9-GtDwAAQBAJ, Book which was written byJesús M. Velásquez-Bermúdez,Marzieh Khakifirooz,Mahdi Fathihave ETAG "l3ub7aO+Q+o"

Book which was published by Springer Nature since 2019-09-06 have ISBNs, ISBN 13 Code is 9783030227883 and ISBN 10 Code is 303022788X

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