Axe 2 : Aide à la décision prise dans les systèmes complexes
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Recent developments in numerical methods for solving large differentiable nonlinear optimization problems are reviewed. State-of-the-art algorithms for solv...
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We consider the problem of separating two sets of points in an <i>n</i>-dimensional real space with a (hyper)plane that minimizes the sum of <i>L<sub>p</sub...
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In this paper we develop a Variable neighborhood search (VNS) heuristic for solving Mixed-Integer Programs (MIP’s). It uses CPLEX, the general-purpose MIP s...
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We characterize in this paper the credibility of incentive equilibrium strategies for the class of linear-state differential games. We derive a general cond...
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An upper bound is given on the variance of degrees of graphs with <i>n</i> vertices, <i>m</i> edges and maximum degree Δ. Particular cases of chemical...
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The fractional aircraft market is the fastest growing segment of the business aircraft industry. A fractional aircraft operation is complex - essentially an...
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<p> This paper introduces the Mesh Adaptive Direct Search (MADS) class of algorithms for nonlinear optimization. MADS extends the Generalized Pattern Searc...
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Using a two-player differential game approach, this paper deals with the issue of tropical deforestation. The assumption is that developing forestry countri...
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We consider a differential game model for a marketing channel formed by one manufacturer and one retailer. The latter sells the manufacturer's product and ma...
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The Atlantic thermohaline circulation (THC) is an important component in the climate system because it strongly influences conditions in the North Atlantic ...
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The algebraic connectivity <i>a(G)</i> of a graph <i>G = (V,E)</i> is the second smallest eigenvalue of its Laplacian matrix. Using the AutoGraphiX (AGX) sys...
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Ce document présente un modèle intégrateur de la logistique inverse. Le modèle est générique et peut servir à différents types d’entreprises. Le contexte du...
référence BibTeXStabilization in Column Generation
Column Generation (CG) algorithms are instrumental in many areas of applied optimization, where Linear Programs with an enormous number of columns need to ...
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Chemical graphs, as other ones, are <i>regular</i> if all their vertices have the same degree. Otherwise, they are <i>irregular</i> and it is of interest to...
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We describe an approach that computes an optimal primal basic solution given an optimal vector of dual multipliers. It consists in restricting the dual prob...
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This article presents a formulation for the job shop problem based on the Dantzig- Wolfe decomposition with a subproblem for each machine. Each subproblem i...
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In most vehicle routing and crew scheduling applications solved by column generation, the subproblem corresponds to a shortest path problem with resource con...
référence BibTeXA Primer in Column Generation
We give a didactic introduction to the use of the column generation technique in linear and in particular in integer programming. We touch on both, the relev...
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This paper proposes a generalization of the proximal point algorithm using both penalty and trust region concepts. Finite convergence is established while as...
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A new class of algorithms for solving nonlinearly constrained mixed variable optimization problems is presented. This class combines and extends the Audet-De...
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