Publications related to Discrete choice

Pauline Geneviève Thérèse Hosotte

Santiago de Chile has had to face a renewed wave of urban migration in the past few decades, placing mobility at the centre of many concerns. Whether social, economic or environmental, the impacts of mobility behaviour require further investigation, in ord ...

2018

Integrating advanced discrete choice models in mixed integer linear optimization

Michel Bierlaire, Shadi Sharif Azadeh, Meritxell Pacheco Paneque, Bernard Gendron

The integration of discrete choice models in optimization is appealing to operators and policy makers (the supply) because it provides a better understanding of the preferences of clients (the demand) while planning for their systems. Notwithstanding the c ...

2017

Professional cyclic high mobility: modelling state transitions

Michel Bierlaire, Vincent Kaufmann, Emmanuel Pierre Jean Ravalet, Alexis Gumy, Matthieu Marie Cochon de Lapparent

This paper aims to investigate the combination of exogenous and dynamic endogenous variables in professional high mobility patterns. It is based on a panel dataset of the Job Mobilities and Family Lives in Europe research project conducted between 2007 and ...

2017

A Lagrangian relaxation method for a choice-based optimization framework capturing the demand-supply interaction

Michel Bierlaire, Shadi Sharif Azadeh, Meritxell Pacheco Paneque, Bernard Gendron

The integration of customer behavioral models in optimization provides a better understanding of the preferences of clients (the demand) to policy makers while planning for their systems (the supply). On the one hand, these preferences are formalized with ...

2017

Integrating supply and demand within the framework of mixed integer linear problems

Michel Bierlaire, Shadi Sharif Azadeh, Meritxell Pacheco Paneque, Bernard Gendron

The integration of customer behavioral models in optimization provides a better understanding of the preferences of clients (the demand) to policy makers while planning for their systems (the supply). On one hand, these preferences are formalized with disc ...

2017

Accounting for Price Endogeneity in Airline Itinerary Choice Models: An Application to Continental U.S. Markets

Virginie Janine Camille Lurkin, Jeffrey Newman

Network planning models, which forecast the profitability of airline schedules, support many critical decisions, including equipment purchase decisions. Network planning models include an itinerary choice model that is used to allocate air total demand in ...

Pergamon-Elsevier Science Ltd2017

Mitigating the impact of errors in travel time reporting on mode choice modelling

Michel Bierlaire, Aurélie Glerum, Giovanni Longo, Amanda Blomberg Stathopoulos, Silvia Francesca Varotto

Travel time is a major component in understanding travel demand. However, the quantification of demand and forecasting hinges on understanding how travel time is perceived and reported. Travel time reporting is typically subject to errors and this paper fo ...

Elsevier Sci Ltd2017

Integrating advanced discrete choice models in mixed integer linear optimization

Michel Bierlaire, Shadi Sharif Azadeh, Meritxell Pacheco Paneque, Bernard Gendron

The integration of customer behavioral models in operations research (OR) is appealing to operators and policy makers (the supply) because it provides a better understanding of the preferences of customers (the demand) while planning for their systems. The ...

2017

Discrete-continuous maximum likelihood for the estimation of nested logit models

Michel Bierlaire, Matthieu Marie Cochon de Lapparent, Virginie Janine Camille Lurkin, Anna Fernández Antolín

In this paper we aim at integrating the selection of a nesting structure to the maximum likelihood framework of the parameter estimation. Given a finite set of nesting structures, the traditional approach is to estimate the models corresponding to each of ...

2017

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Discrete choice

Dealing with Correlations in Discrete Choice Models

Going work-related high mobile in Santiago, a question of conciliation? Investigating long-duration commute through hybrid choice modelling

Integrating advanced discrete choice models in mixed integer linear optimization

Professional cyclic high mobility: modelling state transitions

A Lagrangian relaxation method for a choice-based optimization framework capturing the demand-supply interaction

Integrating supply and demand within the framework of mixed integer linear problems

Accounting for Price Endogeneity in Airline Itinerary Choice Models: An Application to Continental U.S. Markets

Mitigating the impact of errors in travel time reporting on mode choice modelling

Integrating advanced discrete choice models in mixed integer linear optimization

Discrete-continuous maximum likelihood for the estimation of nested logit models

Graph Chatbot

Chat with Graph Search

Integrating supply and demand within the framework of mixed integer linear problems

Going work-related high mobile in Santiago, a question of conciliation? Investigating long-duration commute through hybrid choice modelling

Integrating advanced discrete choice models in mixed integer linear optimization

A Lagrangian relaxation method for a choice-based optimization framework capturing the demand-supply interaction

Professional cyclic high mobility: modelling state transitions

Discrete-continuous maximum likelihood for the estimation of nested logit models

Dealing with Correlations in Discrete Choice Models

Accounting for Price Endogeneity in Airline Itinerary Choice Models: An Application to Continental U.S. Markets

Integrating advanced discrete choice models in mixed integer linear optimization

Mitigating the impact of errors in travel time reporting on mode choice modelling