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A new approach to synthesize heterogeneous agents and their associations for urban microsimulations

Publications associées (50)

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Population Synthesis: A Different Perspective

Michel Bierlaire, 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 ...

2013

Simulation based Synthesis of Population

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

2013

Simulations of driven overdamped frictionless hard spheres

Matthieu Wyart

Elsevier2013

A Probabilistic Framework for Multiple Speaker Localization

This paper presents a novel probabilistic framework for localizing multiple speakers with a microphone array. In this framework, the generalized cross correlation function (GCC) of each microphone pair is interpreted as a probability distribution of the ti ...

2013

On the probability distribution of distributed optimization strategies

Ali H. Sayed

We study the steady-state probability distribution of diffusion and consensus strategies that employ constant step-sizes to enable continuous adaptation and learning. We show that, in the small step-size regime, the estimation error at each agent approache ...

IEEE2013

A simulation-based optimization framework for urban transportation problems

Michel Bierlaire, Carolina Osorio Pizano

This paper proposes a simulation-based optimization (SO) method that enables the efficient use of complex stochastic urban traffic simulators to address various transportation problems. It presents a metamodel that integrates information from a simulator w ...

Informs2013

Simulation based Approach for Agents Synthesis in Large-Scale Urban Systems Modelling

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

Microsimulation of urban transportation and land use evolution require base year, individual characteristics and disaggregate locations of the households and persons living in the study area. On the other hand, mainly due to privacy reasons, at best the ce ...

2012

A Probabilistic Framework for Multiple Speaker Localization

Idiap2012

Statistical Modeling of Spatial Extremes

Anthony Christopher Davison, Simone Padoan

The areal modeling of the extremes of a natural process such as rainfall or temperature is important in environmental statistics; for example, understanding extreme areal rainfall is crucial in flood protection. This article reviews recent progress in the ...

Institute of Mathematical Statistics2012

Une friche ferroviaire comme potentiel urbain et social (Beyrouth, Liban)

Aurélia Yammine

Beyrouth est aujourd'hui une ville dense et encombrée dans laquelle le moindre vide se transforme directement en parking ou autre espace résiduel. Cela se fait au détriment de l'espace public qui se voit réduit alors qu'il est un enjeu important dans une v ...

2012