Axis 3: Decision support made under uncertainty

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This paper proposes a state-of-the-art branch-cut-and-price algorithm for the vehicle routing problem with stochastic demands (VRPSD). We adapt the model of ...

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This paper proposes a heuristic approach based on network flow techniques to schedule the production in open-pit mines, while accounting for metal uncertaint...

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We design and implement a dynamic program (DP) for valuing corporate securities, seen as derivatives on a firm's assets, and computing the term structure o...

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In this paper we consider the vehicle routing problem with hard time windows and stochastic service times (VRPTW-ST); in this variant of the classic VRPTW ...

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We propose a new numerical method for evaluating long-maturity American put options. Most existing numerical approaches are based on the time discretization...

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We propose a stochastic dynamic program for valuing options on stock-index futures. The model accounts for deterministic, seasonally varying dividends gene...

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In this paper we introduce the discrete time window assignment vehicle routing problem. This problem consists of assigning a single time window from a ...

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The aim of this paper is to compute upper and lower bounds for convex value functions of derivative contracts. Laprise et al. (2006) compute bounds for Ame...

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The production routing problem (PRP) concerns the production and distribution of a single product from a production plant to multiple customers using capacit...

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In this paper, we provide a decomposition over time of Shapley value for dynamic stochastic discrete-time games, where the uncertainty is described by an eve...

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Blackbox optimization typically arises when the functions defining the objective and constraints of an optimization problem are computed through a computer...

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Le secteur économique du transport aérien de passagers est soumis à de fortes contraintes dues aux nouveaux acteurs dans le domaine qui tendent les prix vers...

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This paper presents a framework in which many structural credit risk models can be made hybrid by randomizing the default trigger, while keeping the capita...

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We develop a flexible discrete-time hedging methodology that miminizes the expected value of any desired penalty function of the hedging error within a gener...

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In this paper, we derive and empirically test a regime-shifting dynamic term structure model for pricing interest rate caps. The central state variables are...

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This paper develops a dynamic risk management model to determine a firm's optimal risk management strategy. This strategy has two elements: first, for low ...

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This paper presents a framework to determine optimal maintenance planning of a fleet of complex and independent systems. They are made up of several major co...

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Although stochastic programming is probably the most effective frameworks for handling decision problems that involve uncertain variables, it is always a cos...

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The problem of coordinating a fleet of vehicles so that all demand points on a territory are serviced and that the workload is most evenly distributed among ...

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We explore the role of the discount on closed-end funds (CEFD) in asset pricing and weakly tests its validity as a proxy for sentiment in the Canadian stock ...

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