{"product_id":"large-scale-optimization-in-supply-chains-and-smart-manufacturing-theory-and-applications-9783030227906","title":"Large Scale Optimization in Supply Chains and Smart Manufacturing: Theory and Applications","description":"\u003cp\u003e • Author(s): Jesús M. Velásquez-Bermúdez\u003cbr\u003e • Publisher: Springer\u003cbr\u003e • Publisher Imprint: Springer\u003cbr\u003e • BISAC: Applied\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eFrom the Back Cover\u003c\/b\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eIn 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. \u003c\/p\u003e\u003cp\u003eCase 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. \u003c\/p\u003e\u003cp\u003eInstructors, 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.\u003cbr\u003e\u003c\/p\u003e\u003cbr\u003e","brand":"Springer","offers":[{"title":"Paperback","offer_id":45274601685143,"sku":"9783030227906","price":3672.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9783030227906.webp?v=1769280409","url":"https:\/\/atlanticbooks.com\/products\/large-scale-optimization-in-supply-chains-and-smart-manufacturing-theory-and-applications-9783030227906","provider":"Atlantic Books","version":"1.0","type":"link"}