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Titlebook: Optimization in Large Scale Problems; Industry 4.0 and Soc Mahdi Fathi,Marzieh Khakifirooz,Panos M. Pardalos Book 2019 Springer Nature Swit

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1931-6828 ns.Includes managerial guidelines for practitioners.Showcase.This volume provides resourceful thinking and insightful management solutions to the many challenges that decision makers face in their predictions, preparations, and implementations of the key elements that our societies and industries ne
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1931-6828 tion methods, stochastic optimization, and more. The book will prove useful to researchers, students, and engineers in different domains who encounter large scale optimization problems and will encourage them t978-3-030-28567-8978-3-030-28565-4Series ISSN 1931-6828 Series E-ISSN 1931-6836
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The Next Generation of Optimization: A Unified Framework for Dynamic Resource Allocation Problemsntify four classes of policies that span all the approaches used in the academic literature, or in practice. We claim that these four classes of policies are universal – any solution of a sequential decision problem will consist of one of these four classes, or a hybrid of several.
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Industrial Modeling and Programming Language (IMPL) for Off- and On-Line Optimization and Estimationnity- and commercial-based MILP and NLP solvers are connected to IMPL to solve design, planning, scheduling, operations and process coordinating optimization problems as well as data reconciliation and parameter estimation problems with diagnostics of observability, redundancy and variability. Examp
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