{"product_id":"large-scale-optimization-in-supply-chains-and-smart-manufacturing-von-undefined","title":"Large Scale Optimization in Supply Chains and Smart Manufacturing","description":"\n                \u003cp\u003e\u003c\/p\u003e\n                \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\n                \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\n                \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\n                \u003c\/p\u003e\n                \u003cbr\u003e\n                \u003cp\u003e\u003c\/p\u003e\n            \u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783030227876\"\u003e\u003ch3\u003eTheory and Applications\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783030227906\"\u003e\u003ch3\u003eTheory and Applications\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Hardcover - 9783030227876","offer_id":39790996947037,"sku":"9783030227876","price":53.49,"currency_code":"EUR","in_stock":true},{"title":"Softcover - 9783030227906","offer_id":39596718555229,"sku":"9783030227906","price":53.49,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/729e75e7-4b5f-4a5c-bbac-31797d10c624.jpg?v=1772170198","url":"https:\/\/shop.autorenwelt.de\/products\/large-scale-optimization-in-supply-chains-and-smart-manufacturing-von-undefined","provider":"Autorenwelt Shop","version":"1.0","type":"link"}