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This paper presents an invariant Rauch-Tung-Striebel Smoother (IRTS) applicable to systems with states that are an element of a matrix Lie group. In particul...
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Clustering algorithms help identify homogeneous subgroups from data. In some cases, additional information about the relationship among some subsets of the d...
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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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We built a time-consistent cooperative solution for the class of dynamic games played over event trees in the context where the structure of the tree is gi...
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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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Overbooking is a common practice in the air cargo industry because booked and actual demands often differ greatly. As a consequence, in case of excessive ove...
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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 ...
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Very large networks linking dynamical agents are now ubiquitous and the need to analyse, design and control them is evident. The emergence of the graphon the...
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Graphon-based control has recently been proposed and developed to solve control problems for dynamical systems on networks which are very large or growing w...
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In this paper we study the linear quadratic regulation (LQR) problem for dynamical systems coupled over large-scale networks and obtain locally computable l...
BibTeX referenceValue-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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The complex-step derivative approximation is a numerical differentiation technique that can achieve analytical accuracy, to machine precision, with a single ...
BibTeX referenceSolving a real-world multi-period petrol replenishment problem with complex loading constraints
In this paper, we solve a rich real-word Multi-Depot Multi-Period Petrol Replenishment Problem with a heuristic based on Branch-and-Price heuristic. The netw...
BibTeX referenceLearning chordal extensions
A highly influential ingredient of many techniques designed to exploit sparsity in numerical optimization is the so-called chordal extension of a graph repre...
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Maritime Guinea is subject to the development of numerous mineral ports enabling the benefits of the mining sector to be fully realized. However, in Guinea...
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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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