Axis 1: Data valuation for decision making

Back

Cahiers du GERAD

421 results — page 6 of 22

and

The airline crew scheduling problem involves determining schedules for airline crew members such that all the scheduled flights over a planning horizon (usua...

BibTeX reference
, , and

This paper investigates the current patient transportation between services in a large hospital and provides a simulation-optimization solution to reduce com...

BibTeX reference

Multiple-point simulations have been introduced over the past decade to overcome the limitations of second-order stochastic simulations in dealing with geolo...

BibTeX reference
, , and

A new non-stationary, high-order sequential simulation method is presented herein, aiming to accommodate complex curvilinear patterns and high-order spatia...

BibTeX reference

High-order sequential simulation methods have been developped as an alternative to existing frameworks to facilitate the modelling of spatial complexity of...

BibTeX reference
, , and

In this paper, we develop algorithmic approaches for a recently defined class of games, the integer programming games. Two general methods to approximate an...

BibTeX reference
, , , and

Top-tier customers -that is, those 20% of customers that typically bring in 80% of all profits- are extremely valuable to companies. In the many instances ...

BibTeX reference
, , and

Genetic algorithms are used for feature selection through a fitness function that drives the evolution of populations. With parallel universes, an importance...

BibTeX reference
, , , and

The eccentric connectivity index of a connected graph G is the sum over all vertices v of the product dG(v)eG(v), where dG(v) is ...

BibTeX reference
, , and

In this paper, we consider non-stationary response variables and covariates, where the marginal distributions and the associated copula may be time-dependent...

BibTeX reference
, , , , and

The eccentricity of a vertex v in a graph G is the maximum distance between v and any other vertex of G. The diameter of a graph `(...

BibTeX reference
and

A graceful difference labeling (gdl for short) of a directed graph G with vertex set V is a bijection `(f:V\rightarrow{1,\ldots,\vert V\vert}...

BibTeX reference
and

Given a directed graph G=(V,A), capacity and cost functions on A, a root r, a subset TV of terminals, and an integer k...

BibTeX reference
, , and

We consider the multivariate linear model for multilevel data where units are nested within a hierarchy of clusters. We propose permutation procedures to tes...

BibTeX reference

Generally, the semiclosed-form option pricing formula for complex financial models depends on unobservable factors such as stochastic volatility and jump int...

BibTeX reference

In this paper, we address a personalized multi-department multi-day shift scheduling problem with a multi-skill heterogeneous workforce where employees can b...

BibTeX reference
, , and

Vehicle routing problems (VRPs) are among the most studied problems in operations research. Nowadays, the leading exact algorithms for solving many classes o...

BibTeX reference
and

In this paper, we present an online reinforcement learning algorithm, called Renewal Monte Carlo (RMC), for infinite horizon Markov decision processes with ...

BibTeX reference
, , , and

Clustering is an automated and powerful technique for data analysis. It aims to divide a given set of data points into clusters which are homogeneous and/o...

BibTeX reference
, , and

The vertex p-center problem consists in selecting p centers among a finite set of candidates and assigning a set of clients to them, with the aim...

BibTeX reference