Publications by Ricardo Daniel Hurtubia González

A quasi-equilibrium approach for market clearing in land use microsimulations

Michel Bierlaire, Ricardo Daniel Hurtubia González

2019

Estimation of bid functions for location choice and price modeling with a latent variable approach

Michel Bierlaire, Ricardo Daniel Hurtubia González

A new approach for the estimation of bid-rent functions for residential location choice is proposed. The method is based on the bid-auction approach and considers that the expected maximum bid of the auction is a latent variable that can be related to obse ...

Springer2014

Integrating psychometric indicators in latent class choice models

Michel Bierlaire, Aurélie Glerum, My Hang Nguyen, Ricardo Daniel Hurtubia González

Latent class models are a convenient and intuitive way to introduce taste heterogeneity in discrete choice models by relating attributes of the decision makers with unobserved behavioral classes, hence allowing for a more accurate market segmentation. Esti ...

Pergamon-Elsevier Science Ltd2014

Simulation based population synthesis

Michel Bierlaire, Ricardo Daniel Hurtubia González, Gunnar Flötteröd, Bilal Farooq

Microsimulation of urban systems evolution requires synthetic population as a key input. Currently, the focus is on treating synthesis as a fitting problem and thus various techniques have been developed, including Iterative Proportional Fitting (IPF) and ...

Pergamon-Elsevier Science Ltd2013

Discrete choice and microsimulation methods for agent-based land use modeling

Ricardo Daniel Hurtubia González

This thesis describes methods to model the land use component of an urban system. Specifi- cally, it proposes methods to model and simulate the location choice of agents (households or firms) and the formation of prices for real estate goods in a city. The ...

EPFL2012

An analysis of the implicit choice set generation using the Constrained Multinomial Logit model

Michel Bierlaire, Ricardo Daniel Hurtubia González, Gunnar Flötteröd

Discrete choice models are defined conditional to the analyst's knowledge of the actual choice set. The common practice for many years has been to assume that individual-based choice sets can be deterministically generated on the basis of the choice contex ...

National Academy of Sciences2010

The Constrained Multinomial Logit Model: A Semi-Compensatory Choice Model

Ricardo Daniel Hurtubia González

2009

Development of prototype UrbanSim models

Michel Bierlaire, Ricardo Daniel Hurtubia González

UrbanSim is an integrated transportation land-use model that has been under development since the late 1990s. It has received a significant amount of attention in the integrated modeling community. It is well known for its disaggregated approach. A number ...

2008

Development of prototype UrbanSim models

Michel Bierlaire, Ricardo Daniel Hurtubia González

UrbanSim is an integrated transportation land-use model that has been under development since the late 1990s. It has received a significant amount of attention in the integrated modeling community. It is well known for its disaggregated approach. A number ...

2008