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 &Delta;. 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...

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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...

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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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