Dussault, Jean-Pierre

Professeur, Faculté des sciences
FAC. SCIENCES Informatique

Coordonnées

Courriel


819-821-8000, poste 62031


Site Web

Diplômes

(1983) Doctorat (Doctorat). Université de Montréal.

(1979) Maîtrise avec mémoire (Maitrise). Université de Montréal.

(1977) Baccalauréat (Baccalauréat). Université de Montréal.

Présentation

Sujets de recherche

Algorithmes.

Disciplines de recherche

Informatique, Mathématiques appliquées.

Mots-clés

Algorithmes numériques, Optimisation mathématique.

Langues parlées et écrites

Anglais, Français

Publications

Articles de revue

  • Jean-François Landry et Jean-Pierre Dussault et Éric Beaudry. (2015). A Straight Approach to Planning for 14.1 Billiards. Computational Intelligence and AI in Games, IEEE Transactions on, (Article sous presse).
  • Jean-François Landry et Jean-Pierre Dussault et Éric Beaudry. (2015). Improvements to the linear optimization models of patrol scheduling for mobile targets. Advances in Artificial Intelligence, (Article publié).
  • Bilel Kchouck et Jean-Pierre Dussault. (2014). On per-iteration complexity of High order Chebyshev methods for sparse functions with banded Hessians. Numerical Algorithms, 86(4), 885-909. (Article publié).
  • Abdeslam Kadrani, Jean Pierre Dussault et Abdelhamid Benchakroun. (2014). A Globally Convergent Algorithm for Mathematical Program with Complementarity Constraints. EURO Journal on Computational Optimization, (Révisions requises).
  • Candido Pomar et Jesus Pomar et François Dubeau et Émilie Joannopoulos et Jean-Pierre Dussault. (2014). The impact of daily multiphase feeding on animal performance, body composition, nitrogen and phosphorous excretions, and feed costs in growing-finishing pigs. Animal, 8(5), 704-713. (Article publié).
  • Roberto Aldave et Jean-Pierre Dussault. (2014). Systematic Ensemble Learning for Regression. journal of Machine Learning, (Révisions requises).
  • Bilel Kchouk et Jean-Pierre Dussault. (2014). A new family of high order directions for unconstrained optimization inspired by Chebyshev and Shamanskii methods. Optimization Methods and Software, 29(1), 68-87. (Article publié).
  • Jean-Pierre Dussault. (2014). Solving trajectory optimization problems via nonlinear programming: the brachistochrone case study. Optimization and Engineering, (Article sous presse).
  • Jean-François Landry, Jean-Pierre Dussault et Philippe Mahey. (2013). A heuristic-based planner for a two-layered approach applied to the game of billiards. IEEE Transactions on Computational Intelligence and AI in Games, 5(4), 325 - 336. (Article publié).
  • Bilel Kchouk et Jean-Pierre Dussault. (2013). The Chebyshev-Shamanskii method for solving systems of non linear equations. Journal of Optimization Theory and Applications, 157(1), 148-167. (Article publié).
  • Jean-François Landry, Jean-Pierre Dussault et Philippe Mahey. (2012). A robust controller for a two-layered approach applied to the game of billiards. Entertainment Computing, 3(3), 59-70. (Article publié).
  • Paul Armand, Joël Benoist et Jean-Pierre Dussault. (2012). Local path-following property of inexact interior methods in nonlinear programming. Computational Optimization and Applications, 52(1), 209-238. (Article publié).
  • Bilel Kchouk et Jean-Pierre Dussault. (2012). High order Halley type directions. International Journal of Pure and Applied Mathematics, 78(6), 815-830. (Article publié).
  • Benoit Hamelin, Yves Goussard, Jean-Pierre Dussault, Guy Cloutier, Gilles Beaudoin et Gilles Soulez. (2010). Design of iterative ROI transmission tomography reconstruction procedures and image quality analysis. Medical physics, 37(9), (Article publié).
  • Jean-Pierre Dussault. (2009). Improved convergence order for augmented penalty algorithms. Computational optimization and applications, 44(3), 373-383. (Article publié).
  • Abdeslam Kadrani, Jean-Pierre Dussault et Abdelhamid Benchakroun. (2009). A new regularization scheme for mathematical programs with complementarity constraints (MPCC). SIAM Journal on Optimization, 20(1), 78–103. (Article publié).
  • Jean-Pierre Dussault, Benoit Hamelin et Bilel Kchouk. (2009). Implementation issues for high-order algorithms. Acta Mathematica Vietnamica, 34(1), 91-103. (Article publié).
  • Jean-Pierre Dussault. (2008). La différentiation automatique et son utilisation en optimisation. RAIRO - Operations Research, 42(2), 141-155. (Article publié).
  • Abdelatif ElAfia, Abdelhamid Benchakroun, Jean-Pierre Dussault et Khalid ElYassini. (2008). Asymptotic analysis of the trajectories of the logarithmic barrier algorithm without constraint qualification. RAIRO Operations Research, 42(2), 157-198. (Article publié).
  • Jean-Pierre Dussault. Simple unified convergence proofs for Trust Region and a new ARC variant. Optimization methods and software,

Chapitres de livre

  • Emilie Joannopoulos, Candido Pomar, Jean-Pierre Dussault et François Dubeau. (2014). The diet problem. Handbook of Operational Research in Agriculture and Agri-food Industry (Chap. 18, ---). Springer. (Article sous presse).
  • Jean-Pierre Dussault, Jean-François Landry et Philippe Mahey. (2010). Computational pool : an OR--optimization point of view. Wiley Encyclopedia of Operations Research and Management Science (1). -. (Article publié).
  • Jean-Pierre Dussault, Michael Greenspan, Jean-François Landry, Will Leckie, Marc Godard et Joseph Lam. (2009). Computational and robotic pool. Digital Sport for Performance Enhancement and Competitive Evolution : Intelligent Gaming Technologies (194-210). IGI Global. (Article publié).

Articles de conférence

  • Émilie Joannopoulos, Candido Pomar, François Dubeau et Jean-Pierre Dussault. (2013). Impacts économiques et environnementaux de différents programmes de formulation et d'alimentation chez le porc charcutier. Journ. Rech. Porcine, 161-162. (Article publié).
  • David Gendron, Yves Goussard, Benoit Hamelin, Jean-Pierre Dussault, Gilles Beaudoin, Guy Cloutier, Carl Chartrand-Lefèbvre, Sofiane Hadjadj et Gilles Soulez. (2011). 3D iterative helical targeted CT. application to contrast-enhanced vascular imaging. Fully3D : 11th International Meeting on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine. (Article publié).
  • Jean-François Landry, Jean-Pierre Dussault et Philippe Mahey. (2011). Billiards : an optimization challenge. C* Conference on Computer Science \& Software Engineering, (Article publié).
  • Jean-Pierre Dussault. (2011). Improved asymptotic analysis for SUMT methods. Proceedings of the Federated Conference on Computer Science and Information System, 247-253. (Article publié).
  • Jean-Pierre Dussault. (2010). On the asymptotic order in path following interior point methods. 2nd International Conference on Engineering Optimization. (Article publié).
  • Benoit Hamelin, Yves Goussard et Jean-Pierre Dussault. (2010). Comparison of optimization techniques for regularized statistical reconstruction in X-ray tomography. Image Processing Theory Tools and Applications (IPTA), 2010 2nd International Conference on, 87-91. (Article publié).
  • Jean-Pierre Dussault et Bilel Kchouk. (2010). High order Halley type directions. CIRO 2010. (Article publié).
  • Benoit Hamelin, Yves Goussard, David Gendron, Jean-Pierre Dussault, Guy Cloutier, Gilles Beaudoin et Gilles Soulez. (2008). Iterative CT reconstruction of real data with metal artifact reduction. Biomedical Imaging: From Nano to Macro. 1453 - 1456. (Article publié).

Autres contributions

Activités de collaboration internationale

  • Rapporteur. (2010). Rapporteur pour une soutenance d'habilitation à diriger des recherches du candidat Mounhir Haddou.

Présentations

  • (2014). ARCq: nouvel algorithme de régularisation cubique. Premières Journées scientifiques du GT Programmation Mathématique du GDR RO. Toulouse.
  • (2013). Active sets in bound constrained optimization, applications to image reconstruction problems. XI Isora. Lima.
  • (2009). Analyse d'algorithmes d'optimisation: de la théorie à la pratique. CREI @ Jouvence 2014. Orford.