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Titlebook: Operations Research and Big Data; IO2015-XVII Congress Ana Paula Ferreira Dias Barbosa Póvoa,Joao Luis de Book 2015 Springer International

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Applying Superquantile Regression to a Real-World Problem: Submariners Effort Index Analysis,the superquantile (also called conditional value-at-risk), which yields more conservatively fitted curves than classical least squares and quantile regressions. We illustrate this regression technique by analyzing a real-world problem where a random variable represents the effort index of the Portug
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Recent Trends and Challenges in Planning and Scheduling of Chemical-Pharmaceutical Plants,The challenges of this industry and the recent advances in modeling these problems show that optimization methods need to provide highly integrated solutions encompassing decision-making at both R&D and Operations levels. The heterogeneous demand, characteristic of the complex drug development cycle
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A Fix-and-Relax Algorithm for Solving Parallel and Sequential Versions of a Multi-period Multi-prodIn this work we present the sequential and parallel versions of a heuristic algorithm for the solution of a two-stage stochastic mixed 0-1 model for closed loop supply chain planning problem along a time horizon. Some computational experience conducted on randomly generated networks shows the quality of the proposed approach.
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