Axe 3 : Aide à la décision prise sous incertitude
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323 résultats — page 8 de 17
The value of randomized solutions in mixed-integer distributionally robust optimization problems
Randomized decision making refers to the process of taking decisions randomly according to the outcome of an independent randomization device such as a dic...
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Le problème de planification de la production des mines à ciel ouvert vise à optimiser la valeur actuelle nette d'un projet minier. Plusieurs méthodes de sol...
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We consider a class of dynamic collective choice models with social interactions, whereby a large number of non-uniform agents have to individually settle ...
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This paper develops an exact method for the redundancy allocation problem (RAP) for multistate homogeneous series-parallel systems. The problem aims to min...
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Dans le cadre de sa réforme du processus d’insolvabilité aux États-Unis, l’American Bankruptcy Institute (ABI) propose l’octroi d’une option de remboursement...
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Cet article combine deux méthodes contemporaines majeures de systèmes et de contrôle permettant d'obtenir un équilibre unique de \(\epsilon\)-Nash afin de ...
A mining complex can include multiple mines, stockpiles, waste dumps and processing facilities. Traditional optimization approaches are often based on sequ...
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Mining complexes are value chains where extracted material from different mines is transformed into sellable products through a set of processing streams. ...
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New digital technologies including the development of advanced sensors and monitoring devices have enabled a mining complex to acquire new information abou...
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Facility networks can be disrupted by, for example, power outages, poor weather conditions, or natural disasters, and the probabilities of these events may b...
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A hyper-heuristic refers to a search method or a learning mechanism for selecting or generating heuristics to solve computational search problems. Operat...
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Une nouvelle approche est développée dans cet article pour résoudre le problème de la planification stratégique de production d'une mine à ciel-ouvert dans...
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Given a directed graph \(G=(V,A)\), capacity and cost functions on \(A\), a root \(r\), a subset \(T \subset V\) of terminals, and an integer \(k\)...
A PCA-based approximation scheme for combinatorial optimization with uncertain and correlated data
This paper addresses combinatorial optimization problems under uncertain and correlated data where the mean-covariance information of the random data is assu...
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The Time Window Assignment Vehicle Routing Problem (TWAVRP) is the problem of assigning time windows for delivery before demand volume becomes known. This i...
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This paper targets a stochastic energy management problem. We first decouple the stochasticity of the global scenarios to local scenarios. Then, we use spat...
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In this paper, we present an online reinforcement learning algorithm, called Renewal Monte Carlo (RMC), for infinite horizon Markov decision processes with ...
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Stochastic programming and distributionally robust optimization seek deterministic decisions that optimize a risk measure, possibly in view of the most adv...
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Employee scheduling is an important activity in the service industry as it has a significant impact on costs, sales, and profitability. While a large amount ...
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