Axe 2 : Aide à la décision prise dans les systèmes complexes
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Mineral value chains or mining complexes involve mining, processing, stockpiling, waste management, and transportation activities. An integrated stochastic...
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Deploying applications having many processes in a multi-cloud environment is challenging. The cloud manager has goals such as minimizing power consumption, w...
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The standard blending problem consists of combining components to produce a final product with a given demand, while satisfying specific criteria with resp...
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We address the problem of accelerating column generation (CG) for set-covering formulations via dual optimal inequalities (DOI). DOI use knowledge of the du...
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This paper presents the application of adaptive simultaneous stochastic optimization with a representative branching framework to generate the strategic pl...
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Dans cet article, nous construisons une solution coopérative cohérente dans le temps pour la classe de jeux dynamiques définis sur des arbres d'événements. ...
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We analyze a differential game with spatially distributed controls to study a multiregional transboundary pollution problem. The dynamics of the state variab...
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The integral column generation algorithm (ICG) was recently introduced to solve set partitioning problems involving a very large number of variables. This pr...
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In derivative-free and blackbox optimization, the objective function is often evaluated through the execution of a computer program seen as a blackbox. It ...
référence BibTeXValue-based production planning in non-ferrous metal industries: Application in the copper industry
Production planners in the non-ferrous metal industry face an inherent combinatorial complexity of the metal production process within a fast changing market...
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This work proposes strategies to handle three types of constraints in the context of blackbox optimization: binary constraints that simply indicate if they a...
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This paper studies the team orienteering problem, where the arrival time and service time affect the collection of profits. Such interactions result in a non...
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We propose a generalized decomposition approach for production planning problems with process configuration decisions. These problems appear in contexts wher...
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Nanoparticle-mediated drug delivery may be a promising alternative to traditional chemo-therapy of high systemic toxicity. Tumor tissue architecture poses a ...
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This work introduces StoMADS, a stochastic variant of the mesh adaptive direct-search (MADS) algorithm originally developed for deterministic blackbox optim...
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We introduce an iterative method named BiLQ for solving general square linear systems \(Ax=b\)
based on the Lanczos biorthogonalization process defined by ...
Nous déterminons le prix optimal et la quantité commandée de deux produits substituts offerts dans deux marchés, dont l'un est saisonnier avec un potentiel d...
référence BibTeXSustainable city logistics via access restrictions? An impact assessment of city center policies
Cities are facing severe traffic-related problems causing emission thresholds to be exceeded. All around the world, city center access restriction policies a...
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In an optimization problem, multiplying an inequality constraint by a positive scalar has no effect on the domain. However, such a transformation might have...
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Dans ce papier, nous comparons la méthode BFGS à la méthode du gradient conjugué (CG) pour résoudre un problème d'optimisation sans contrainte avec un algori...
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