- S. Alarie, C. Audet, V. Garnier, S. Le Digabel, and
L.A. Leclaire,
Snow water equivalent estimation using blackbox optimization.
Technical report, Les Cahiers du GERAD G-2011-09.
To appear in Pacific Journal of Optimization. - A.R. Conn and S. Le Digabel,
Use of quadratic models with mesh adaptive direct search for constrained black box optimization.
Technical report, Les Cahiers du GERAD G-2011-11.
To appear in Optimization Methods and Software. - C. Audet, J.E. Dennis, Jr., and S. Le Digabel,
Trade-off studies in blackbox optimization.
Technical report, Les Cahiers du GERAD G-2010-49.
To appear in Optimization Methods and Software. - A.E. Gheribi, C. Audet, S. Le Digabel, E. Bélisle,
C.W. Bale, and A.D. Pelton,
Calculating optimal conditions for alloy and process design using thermodynamic and property databases, the FactSage software and the Mesh Adaptive Direct Search algorithm.
CALPHAD: Computer Coupling of Phase Diagrams and Thermochemistry, 36, 135-143, 2012. - C. Audet and S. Le Digabel,
The mesh adaptive direct search algorithm for periodic variables.
Pacific Journal of Optimization, 8(1), 103-119, 2012. - A.E. Gheribi, C. Robelin, S. Le Digabel, C. Audet,
and A.D. Pelton,
Calculating all local minima on liquidus surfaces using the FactSage software and databases and the Mesh Adaptive Direct Search algorithm.
The Journal of Chemical Thermodynamics, 43(9), p. 1323-1330, 2011. - S. Le Digabel,
Algorithm 909: NOMAD: Nonlinear Optimization with the MADS algorithm.
ACM Transactions on Mathematical Software, 37(4), p. 44:1-44:15, 2011. - C. Audet, J.E. Dennis, Jr., and S. Le Digabel,
Globalization strategies for Mesh Adaptive Direct Search.
Computational Optimization and Applications, 46(2), p. 193-215, 2010. - S. Perron, P. Hansen, S. Le Digabel, and N.
Mladenović,
Exact and Heuristic Solutions of the Global Supply Chain Problem with Transfer Pricing.
European Journal of Operational Research, 202(3), p. 864-879, 2010. - M.A. Abramson, C. Audet, J.E. Dennis, Jr., and S. Le
Digabel,
ORTHO-MADS: A Deterministic MADS Instance with Orthogonal Directions.
SIAM Journal on Optimization, 20(2), p. 948–966, 2009. - C. Audet, J.E. Dennis, Jr., and S. Le Digabel,
Parallel Space Decomposition of the Mesh Adaptive Direct Search algorithm.
SIAM Journal on Optimization, 19(3), p. 1150-1170, 2008. - C. Audet, V. Béchard, and S. Le Digabel,
Nonsmooth Optimization through Mesh Adaptive Direct Search and Variable Neighborhood Search.
Journal of Global Optimization, 41(2), p. 299-318, 2008. - C. Audet, J. Brimberg, P. Hansen, S. Le Digabel, and
N. Mladenović,
Pooling problem: Alternate formulations and solution methods.
Management Science, 50(6), p. 761-776, 2004. - C. Audet, P. Hansen, and S. Le Digabel,
Exact solution of three nonconvex quadratic programming problems.
In Frontiers in Global Optimization, Volume 74 of Nonconvex Optimization and Applications, p. 25-45. Kluwer Acad. Publ., Dordrecht, 2004.
Submitted
- R.B. Gramacy and S. Le Digabel,
The mesh adaptive direct search algorithm with treed Gaussian process surrogates.
Technical report, Les Cahiers du GERAD G-2011-37.
Ph.D. Thesis
Extensions of the Mads algorithm for nonsmooth optimization.École Polytechnique de Montréal, 2008.
Communications
- S. Le Digabel,
Use of models with the MADS algorithm for blackbox optimization.
The Optimization days, Montréal, 2011. - S. Le Digabel, S. Alarie, C. Audet, V. Garnier, and
L.A. Leclaire,
Snow water equivalent estimation using blackbox optimization.
SIAM Conference on Computational Science and Engineering (CSE11), Reno, 2011. - S. Le Digabel, C. Audet, and J.E. Dennis, Jr.,
Blackbox Optimization.
ICiS workshop: Optimization in Energy Systems, Snowbird, 2010. - S. Le Digabel, M.A. Abramson, C. Audet, and J.E.
Dennis, Jr.,
Parallel Versions of the MADS Algorithm for Black-Box Optimization.
The Optimization days, Montréal, 2010. - S. Le Digabel, M.A. Abramson, C. Audet, and J.E.
Dennis, Jr.,
Black-Box Optimization with the NOMAD Software.
The Boeing Company, Seattle, 2010. - S. Le Digabel, C. Audet, and J.E. Dennis, Jr.,
Parallel Algorithms for Black-Box Optimization.
14th SIAM Conference on Parallel Processing for Scientific Computing (PP10), Seattle, 2010. - S. Le Digabel, C. Audet, J.E. Dennis, Jr, and Q.
Reynaud,
Black-box Optimization with the NOMAD Software.
20th International Symposium of Mathematical Programming (ISMP), Chicago, 2009. - S. Le Digabel and C. Audet,
Black-Box Optimization with the NOMAD Software.
The Optimization days, Montréal, 2009. - S. Le Digabel, C. Audet, and J.E. Dennis, Jr.,
Parallel Variable Distribution for Mesh Adaptive Direct Search.
ICCOPT II – MOPTA 07, McMaster University, Hamilton, 2007. - S. Le Digabel and C. Audet,
Parallel Variable Distribution for Mesh Adaptive Direct Search.
The Optimization days, Montréal, 2007. - S. Le Digabel, C. Audet, and V. Béchard,
Non-Smooth Optimization by Combining MADS Algorithm and VNS Metaheuristic.
The Optimization days, Montréal, 2006. - S. Le Digabel, C. Audet, J. Brimberg, P. Hansen, and
N. Mladenović,
The Pooling Problem: Alternate Formulations and Solution Methods.
The Optimization days, Montréal, 2003. - S. Le Digabel, B. Jaumard, P. Mahey, and C. Meyer,
Minimizing the Congestion in Link Assignment and Routing Problems with Degree Constraints.
The Optimization days, Montréal, 2002.
Other
- M.A. Abramson, C. Audet, J.E. Dennis, Jr., and S. Le
Digabel,
Ortho-MADS: A Deterministic MADS Instance with Orthogonal Directions.
The GERAD newsletters (Articles in first-class journals), 6(1&2), p. 3, 2009. - S. Le Digabel,
NOMAD user guide.
Technical report, Les Cahiers du GERAD G-2009-37. - C. Audet, S. Alarie, S. Le Digabel, Q. Lequy, M.
Sylla, and O. Marcotte,
Localisation de stations de mesure automatisée du couvert nival.
Proceedings of the Second Montréal Industrial Problem Solving Workshop, CRM-3277, p. 9-18, 2008. - C. Audet, J.E. Dennis, Jr., and S. Le Digabel,
Parallel Space Decomposition of the Mesh Adaptive Direct Search algorithm.
The GERAD newsletters (Eleven articles published in leading journals), 5(2), p. 3, 2008.