Julien Villemonteix

Identification of expensive-to-simulate parametric models using Kriging and stepwise uncertainty reduction

Eric Walter, Emmanuel Vázquez, Julien Villemonteix, 2007, 2007 46th IEEE Conference on Decision and Control.

Optimisation de fonctions coûteusesModèles gaussiens pour une utilisation efficace du budget d'évaluations : théorie et pratique industrielle

Julien Villemonteix, 2008 .

Global optimization based on noisy evaluations: An empirical study of two statistical approaches

Eric Walter, Emmanuel Vazquez, Julien Villemonteix, 2008 .

An informational approach to the global optimization of expensive-to-evaluate functions

Eric Walter, Emmanuel Vázquez, Julien Villemonteix, 2006, J. Glob. Optim..

Global optimization of expensive-to-evaluate functions: an empirical comparison of two sampling criteria

Eric Walter, Emmanuel Vázquez, Julien Villemonteix, 2009, J. Glob. Optim..

Bayesian optimization for parameter identification on a small simulation budget

Eric Walter, Emmanuel Vazquez, Julien Villemonteix, 2009 .

Gradient-based IAGO strategy for the global optimization of expensive-to-evaluate functions and application to intake-port design

Eric Walter, Julien Villemonteix, Emmanuel Vazquez, 2007 .