Axe 2 : Aide à la décision prise dans les systèmes complexes
RetourCahiers du GERAD
1367 résultats — page 9 de 69
We consider a deterministic two-player linear-state differential game, where Player 1 uses piecewise continuous controls, while Player 2 implements impulse...
référence BibTeXAn oligopoly game of CDR strategy deployment in a steady-state net-zero emission climate regime
In this paper, we propose a simple oligopoly game model to represent the interactions between coalitions of countries in deploying Carbon Dioxide Removal ...
référence BibTeX
The design of key nonlinear systems often requires the use of expensive blackbox simulations presenting inherent discontinuities whose positions in the varia...
référence BibTeX
We study a new variant of the vehicle routing problem, which arises in hospital-wide scheduling of physical therapists. Multiple service locations exist for...
référence BibTeX
Dans cet article, nous introduisons une nouvelle approche pour analyser le processus de diffusion de nouveaux produits qui tient compte de l'hétérogénéité de...
référence BibTeX
We consider the iterative solution of regularized saddle-point systems. When the leading block is symmetric and positive semi-definite on an appropriate sub...
référence BibTeX
Nous développons des bornes sur les valeurs propres d’une nouvelle formulation des équations de Newton dans les méthodes de points intérieurs pour l’optimisa...
référence BibTeXDecision tree-based optimization for flexibility management for sustainable energy microgrids
Dans cet article, nous appliquons une méthode de dispatching économique exploitant la flexibilité d’éléments de stockage d’énergie et de pilotage de charge...
référence BibTeX
The Mars Curiosity rover is frequently sending back engineering and science data that goes through a pipeline of systems before reaching its final destinati...
référence BibTeX
Column generation (CG) algorithms are well known to suffer from convergence issues due, mainly, to the degenerate structure of their master problem and the ...
référence BibTeX
We consider an integrated optimization problem including the production, inventory, and outbound transportation decisions where a central plant fulfills the ...
référence BibTeX
Restless bandits are a class of sequential resource allocation problems concerned with allocating one or more resources among several alternative processes...
référence BibTeX
L'apprentissage profond a redéfini les normes modernes et la performance dans les domaines de la vision informatique et du traitement du langage. Avec l’ac...
référence BibTeX
Column generation (CG) is widely used for solving large-scale optimization problems. This article presents a new approach based on a machine learning (ML) t...
référence BibTeX
Artificial Intelligence (AI) is the next society transformation builder. Massive AI-based applications include cloud servers, cell phones, cars, and pandemic...
référence BibTeXSemi\(^+\)-supervised learning under sample selection bias
In time-to-event data analysis, the main object of interest is the time elapsed between the occurrence of two ordered events, say \(E_1, E_2\)
. Sampling fr...
Shallow Structured Potts Neural Network Regression (S-SPNNR)
We introduce a novel ensemble learning approach which combines random partitions models through Potts clustering with a non-parametric predictor such as sha...
référence BibTeX
In the area of hydraulic power generation, there is a great deal of interest in two interdependent domains: operation and maintenance. This interdependence...
référence BibTeXThe Covering-Assignment Problem for swarm-powered ad-hoc clouds: A distributed 3D mapping use-case
The popularity of drones is rapidly increasing across the different sectors of the economy. Aerial capabilities and relatively low costs make drones the perf...
référence BibTeXA Simulation model for short and long term humanitarian supply chain operations management
Traditionally, the design of supply chains for humanitarian operations has been developed distinctly for the different disaster management phases, with littl...
référence BibTeX