Alamdari, N. E., Anjos, M. F., & Savard, G. (2021). Application of machine learning techniques in railway demand forecasting. International Journal of Revenue Management, 12(1-2), 132-151.
Directory of Experts
Savard, Gilles

Directory of Experts
Savard, Gilles
Directory of Experts
Publications by type
Journal article (64)
Conference paper (8)
Book
Book chapter (12)
Patent
Report (6)
Thesis
Dataset
Teaching resource
Image
Audio recording
Video recording
Other
Gilles Savard (90)
- Journal articles (64)
- 2021
Journal article Journal article Alamdari, N. E., & Savard, G. (2021). Deep reinforcement learning in seat inventory control problem: an action generation approach. Journal of Revenue and Pricing Management, 20(5), 566-579.Journal article Afar, S., Brotcorne, L., Marcotte, P., & Savard, G. (2021). Revenue optimization in energy networks involving self-scheduled demand and a smart grid. Computers & Operations Research, 134, 11 pages.
- 2020
Journal article Barbier, T., Anjos, M. F., Cirinei, F., & Savard, G. (2020). Product-closing approximation for ranking-based choice network revenue management. European Journal of Operational Research, 286(3), 1002-1017.
- 2019
Journal article Barbier, T., Anjos, M. F., Cirinei, F., & Savard, G. (2019). Fluid arrivals simulation for choice network revenue management. Journal of Revenue and Pricing Management, 18(2), 164-180.
- 2018
Journal article Kuiteing, A. K., Marcotte, P., & Savard, G. (2018). Pricing and revenue maximization over a multicommodity transportation network: the nonlinear demand case. Computational Optimization and Applications, 71(3), 641-671.
- 2016
Journal article Afar, S., Brotcorne, L., Marcotte, P., & Savard, G. (2016). Achieving an optimal trade-off between revenue and energy peak within a smart grid environment. Renewable Energy, 91, 293-301.Journal article Hosseinalifam, M., Marcotte, P., & Savard, G. (2016). A new bid price approach to dynamic resource allocation in network revenue management. European Journal of Operational Research, 255(1), 142-150.Journal article Hosseinalifam, M., Savard, G., & Marcotte, P. (2016). Computing booking limits under a non-parametric demand model: A mathematical programming approach. Journal of Revenue and Pricing Management, 15(2), 170-184.Journal article Kuiteing, A. K., Marcotte, P., & Savard, G. (2016). Network Pricing of Congestion-Free Networks: The Elastic and Linear Demand Case. Transportation Science, 51(3), 791-806.
- 2015
Journal article Sharif Azadeh, S., Marcotte, P., & Savard, G. (2015). A non-parametric approach to demand forecasting in revenue management. Computers & Operations Research, 63, 23-31.Journal article Gilbert, F., Marcotte, P., & Savard, G. (2015). A numerical study of the logit network pricing problem. Transportation Science, 49(3), 706-719.Journal article Hosseinalifam, M., Marcotte, P., & Savard, G. (2015). Network capacity control under a nonparametric demand choice model. Operations Research Letters, 43(5), 461-466.Journal article Gilbert, F., Anjos, M. F., Marcotte, P., & Savard, G. (2015). Optimal design of bilateral contracts for energy procurement. European Journal of Operational Research, 246(2), 641-650.
- 2014
Journal article Guérin, J., Marcotte, P., & Savard, G. (2014). Approximation in p-Norm of Univariate Concave Functions. Journal of Optimization Theory and Applications, 161(2), 490-505.Journal article Azadeh, S. S., Marcotte, P., & Savard, G. (2014). A taxonomy of demand uncensoring methods in revenue management. Journal of Revenue and Pricing Management, 13(6), 440-456.Journal article Gilbert, F., Marcotte, P., & Savard, G. (2014). Logit network pricing. Computers & Operations Research, 41, 291-298.
- 2013
Journal article Marcotte, P., Savard, G., & Schoeb, A. (2013). A hybrid approach to the solution of a pricing model with continuous demand segmentation. EURO journal on computational optimization, 1(1-2), 117-142.Journal article Gilbert, F., Marcotte, P., & Savard, G. (2013). Mixed-logit network pricing. Computational Optimization and Applications, 57(1), 105-127.Journal article Sharif Azadeh, S., Labib, R., & Savard, G. (2013). Railway demand forecasting in revenue management using neural networks. International Journal of Revenue Management, 7(1), 18-36.
- 2012
Journal article Costanzo, G. T., Zhu, G., Anjos, M. F., & Savard, G. (2012). A system architecture for autonomous demand side load management in smart buildings. IEEE Transactions on Smart Grid, 3(4), 2157-2165.Journal article Brotcorne, L., Cirinei, F., Marcotte, P., & Savard, G. (2012). A Tabu Search Algorithm for the Network Pricing Problem. Computers & Operations Research, 39(11), 2603-2611.Journal article Crevier, B., Cordeau, J.-F., & Savard, G. (2012). Integrated Operations Planning and Revenue Management for Rail Freight Transportation. Transportation Research. Part B, Methodological, 46(1), 100-119.
- 2011
Journal article Heilporn, G., Labbe, M., Marcotte, P., & Savard, G. (2011). Valid inequalities and branch-and-cut for the clique pricing problem. Discrete Optimization, 8(3), 393-410.
- 2010
Journal article Audet, C., Savard, G., & Zghal, W. (2010). A mesh adaptive direct search algorithm for multiobjective optimization. European Journal of Operational Research, 204(3), 545-556.Journal article Brotcorne, L., Cirinei, F., Marcotte, P., & Savard, G. (2010). An exact algorithm for the network pricing problem. Discrete Optimization, 8(2), 246-258.Journal article Heilporn, G., Labbé, M., Marcotte, P., & Savard, G. (2010). A parallel between two classes of pricing problems in transportation and marketing. Journal of Revenue and Pricing Management, 9(1-2), 110-125.Journal article Heilporn, G., Labbe, M., Marcotte, P., & Savard, G. (2010). A Polyhedral Study of the Network Pricing Problem with Connected Toll Arcs. Networks, 55(3), 234-246.
- 2009
Journal article Marcotte, P., Savard, G., & Zhu, D. (2009). Mathematical structure of a bilevel strategic pricing model. European Journal of Operational Research, 193(2), 552-566.Journal article Marcotte, P., Mercier, A., Savard, G., & Verter, V. (2009). Toll policies for mitigating hazardous materials transport risk. Transportation Science, 43(2), 228-243.
- 2008
Journal article Brotcorne, L., Labbe, M., Marcotte, P., & Savard, G. (2008). Joint Design and Pricing on a Network. Operations Research, 56(5), 1104-1115.Journal article Audet, C., Savard, G., & Zghal, W. (2008). Multiobjective Optimization Through a Series of Single-Objective Formulations. SIAM Journal on Optimization, 19(1), 188-210.Journal article Dewez, S., Labbe, M., Marcotte, P., & Savard, G. (2008). New Formulations and Valid Inequalities for a Bilevel Pricing Problem. Operations Research Letters, 36(2), 141-149.Journal article Bigras, L. P., Gamache, M., & Savard, G. (2008). The Time-Dependent Traveling Salesman Problem and Single Machine Scheduling Problems With Sequence Dependent Setup Times. Discrete Optimization, 5(4), 685-699.Journal article Bigras, L. P., Gamache, M., & Savard, G. (2008). Time-Indexed Formulations and the Total Weighted Tardiness Problem. INFORMS Journal on Computing, 20(1), 133-142.
- 2007
Journal article Colson, B., Marcotte, P., & Savard, G. (2007). An Overview of Bilevel Optimization. Annals of Operations Research, 153(1), 235-256.Journal article Audet, C., Haddad, J., & Savard, G. (2007). Disjunctive cuts for continuous linear bilevel programming. Optimization Letters, 1(3), 259-267.Journal article Audet, C., Savard, G., & Zghal, W. (2007). New Branch-and-Cut Algorithm for Bilevel Linear Programming. Journal of Optimization Theory and Applications, 134(2), 353-370.
- 2006
Journal article Guerin, J., Marcotte, P., & Savard, G. (2006). An optimal adaptive algorithm for the approximation of concave functions. Mathematical Programming, 107(3), 357-366.Journal article Audet, C., Haddad, J., & Savard, G. (2006). A Note on the Definition of a Linear Bilevel Programming Solution. Applied Mathematics and Computation, 181(1), 351-355.Journal article Dussault, J. P., Marcotte, P., Roch, S., & Savard, G. (2006). A Smoothing Heuristic for a Bilevel Pricing Problem. European Journal of Operational Research, 174(3), 1396-1413.Journal article Piedras, H., Yacout, S., & Savard, G. (2006). Concurrent optimization of customer requirements and the design of a new product. International Journal of Production Research, 44(20), 4401-4416.
- 2005
Journal article Roch, S., Savard, G., & Marcotte, P. (2005). An Approximation Algorithm for Stackelberg Network Pricing. Networks, 46(1), 57-67.Journal article Colson, B., Marcotte, P., & Savard, G. (2005). A Trust-Region Method for Nonlinear Bilevel Programming: Algorithm and Computational Experience. Computational Optimization and Applications, 30(3), 211-227.Journal article Colson, B., Marcotte, D., & Savard, G. (2005). Bilevel programming: A survey. 4OR, 3(2), 87-107.
- 2004
Journal article Marcotte, P., Savard, G., & Semet, F. (2004). A Bilevel Programming Approach to the Travelling Salesman Problem. Operations Research Letters, 32(3), 240-248.Journal article Langevin, A., Riopel, D., Savard, G., & Bachmann, R. (2004). A Multi-Commodity Network Design Approach for Automated Guided Vehicle Systems. INFOR, 42(2), 113-123.
- 2003
Journal article Côté, J.-P., Marcotte, P., & Savard, G. (2003). A bilevel modelling approach to pricing and fare optimisation in the airline industry. Journal of Revenue and Pricing Management, 2(1), 23-36.
- 2001
Journal article Brotcorne, L., Labbe, M., Marcotte, P., & Savard, G. (2001). A Bilevel Model for Toll Optimization on a Multicommodity Transportation Network. Transportation Science, 35(4), 345-358.Journal article Marcotte, P., Savard, G., & Zhu, D. L. (2001). A Trust Region Algorithm for Nonlinear Bilevel Programming. Operations Research Letters, 29(4), 171-179.Journal article Alarie, S., Audet, C., Jaumard, B., & Savard, G. (2001). Concavity Cuts for Disjoint Bilinear Programming. Mathematical Programming, 90(2), 373-398.Journal article Audet, C., Hansen, P., Jaumard, B., & Savard, G. (2001). Enumeration of All Extreme Equilibria of Bimatrix Games. SIAM Journal on Scientific Computing, 23(1), 323-338.
- 2000
Journal article Brotcorne, L., Labbé, M., Marcotte, P., & Savard, G. (2000). A Bilevel Model and Solution Algorithm for a Freight Tariff- Setting Problem. Transportation Science, 34(3), 289-302.Journal article Audet, C., Hansen, P., Jaumard, B., & Savard, G. (2000). A Branch and Cut Algorithm for Nonconvex Quadratically Constrained Quadratic Programming. Mathematical Programming, 87(1), 131-152.Journal article Riopel, D., Langevin, A., & Savard, G. (2000). Guidepath design for an automated guided vehicle system : locating the pick-up and delivery stations. Journal of Engineering Valuation and Cost Analysis, 2(5), 387-394.Journal article Lavigne, D., Loulou, R., & Savard, G. (2000). Pure Competition, Regulated and Stackelberg Equilibria: Application to the Energy System of Québec. European Journal of Operational Research, 125(1), 1-17.
- 1999
Journal article Audet, C., Hansen, P., Jaumard, B., & Savard, G. (1999). A Symmetrical Linear Maxmin Approach to Disjoint Bilinear Programming. Mathematical Programming, 85(3), 573-592.Journal article Berger, C., Savard, G., & Wizere, A. (1999). Eugene: an Optimization Model for Integrated Regional Solid Waste Management Planning. International Journal of Environment and Pollution, 12(2-3), 280-307.
- 1998
Journal article Labbé, M., Marcotte, P., & Savard, G. (1998). A Bilevel Model of Taxation and Its Application to Optimal Highway Pricing. Management Science, 44(12), 1608-1622.
- 1997
Journal article Audet, C., Hansen, P., Jaumard, B., & Savard, G. (1997). Links between linear bilevel and mixed 0-1 programming problems. Journal of Optimization Theory and Applications, 93(2), 273-300.
- 1996
Journal article Vicente, L., Savard, G., & Judice, J. (1996). Discrete linear bilevel programming problem. Journal of Optimization Theory and Applications, 89(3), 597-614.
- 1995
Journal article Marcotte, P., Marquis, G., & Savard, G. (1995). A new implicit enumeration scheme for the discriminant analysis problem. Computers & Operations Research, 22(6), 625-639.
- 1994
Journal article Savard, G., & Gauvin, J. (1994). Steepest descent direction for the nonlinear bilevel programming problem. Operations Research Letters, 15(5), 265-273.
- 1991
Journal article Marcotte, P., & Savard, G. (1991). A note on the Pareto optimality of solutions to the linear bilevel programming problem. Computers & Operations Research, 18(4), 355-359.
- 2021
- Conference papers (8)
- 2012
Conference paper Costanzo, G.-T., Kosek, A. M., Zhu, G., Ferrarini, L., Anjos, M. F., & Savard, G. (2012, October). An experimental study on load-peak shaving in smart homes by means of online admission control [Paper]. 3rd IEEE PES Innovative Smart Grid Technologies Europe (ISGT Europe), Berlin, Allemange (8 pages).
- 2008
Conference paper Brotcorne, L., Marcotte, P., & Savard, G. (2008, May). Bilevel Programming: The Montreal School [Paper]. 50th annual CORS national Conference (CORS 2008), Quebec, Qc, Canada. Published in INFOR: Information Systems and Operational Research, 46(4).
- 2004
Conference paper Brotcorne, L., Cirinei, F., Marcotte, P., & Savard, G. (2004, June). A local serach method for a pricing problem on a transportation network [Paper]. 5th Triennial Symposium on Transportation Analysis (TRISTAN 2004), Le Gosier, Guadeloupe.Conference paper Fortin, M., Marcotte, P., & Savard, G. (2004, June). Pricing a segmented market subject to congestion [Paper]. 5th Triennial Symposium on Transportation Analysis (TRISTAN 2004), Le Gosier, Guadeloupe.
- 1999
Conference paper Lapierre, S., Merlo, E., Savard, G., Antoniol, G., Fiutem, R., & Tonella, P. (1999, August). Automatic Unit Test Data Generation Using Mixed-Integer Linear Programming and Execution Trees [Paper]. IEEE International Conference on Software Maintenance (ICSM 1999), Oxford, England.
- 1998
Conference paper Audet, C., Hansen, P., Jaumard, B., & Savard, G. (1998, July). Enumeration of all extreme equilibrum strategies of bimatrix games [Paper]. 8th International Symposium on Dynamic Games and Applications, Maastricht, Netherlands.Conference paper Berger, C., Chauny, F., Langevin, A., Loulou, R., Riopel, D., Savard, G., & Waaub, J.-P. (1998, January). EUGENE: an optimisation-based decision support system for long term integrated regional solid waste management planning [Paper]. International workshop, Swedish Environmental Protection Agency, Stockholm, Sweden.
- 1997
Conference paper Riopel, D., Langevin, A., & Savard, G. (1997, January). Flow path design for an automated guided vehicle system [Paper]. 1st International Conference on Engineering Design and Automation (ED&A 1997), Bangkok, Thailande.
- 2012
- Book chapters (12)
- 2013
Book chapter Marcotte, P., Mercier, A., Savard, G., & Verter, V. (2013). Gestion du risque lié au transport des matières dangereuses : une approche basée sur la tarification. In Marcellis-Warin, N. , Trépanier, M., & Peignier, I. (eds.), Stratégies logistiques et matières dangereuses (157-172).
- 2011
Book chapter Zghal, W., Audet, C., & Savard, G. (2011). A new multi-objective approach for the portfolio selection problem with skewness. In Advances in quantitative analysis of finance and accounting (317-335).
- 2008
Book chapter Marcotte, P., & Savard, G. (2008). Bilevel Programming. In Encyclopedia of Optimization (239-241).Book chapter Marcotte, P., & Savard, G. (2008). Bilevel Programming: Applications. In Encyclopedia of Optimization (241-243).
- 2005
Book chapter Marcotte, P., & Savard, G. (2005). Bilevel programming: A Combinatorial Perspective. In Graph theory and combinatorial optimization (191-218).
- 2002
Book chapter Marcotte, P., & Savard, G. (2002). A Bilevel Programming Approach to Optimal Price Setting. In Decision & Control in Management Science (Vol. 4, 97-117).
- 2001
Book chapter Marcotte, P., & Savard, G. (2001). Bilevel Programming. In Encyclopedia of Optimization (155-156).Book chapter Marcotte, P., & Savard, G. (2001). Bilevel Programming: Algorithms. In Encyclopedia of Optimization (156-158).Book chapter Marcotte, P., & Savard, G. (2001). Bilevel programming: applications. In Encyclopedia of Optimization (158-160).
- 2000
Book chapter Labbé, M., Marcotte, P., & Savard, G. (2000). On a class of bilevel programs. In Nonlinear Optimization and Related Topics (Vol. 36, 183-206).
- 1998
Book chapter Audet, C., Hansen, P., Jaumard, B., & Savard, G. (1998). On the linear maxmin and related programming problems. In Multilevel Optimization: Algorithms and Applications (Vol. 20, 181-208).
- 1994
Book chapter Loulou, R., Savard, G., & Lavigne, D. (1994). Decomposition of Multi-Player Linear Programs. In Advances in Dynamic Games and Applications (149-167).
- 2013
- Reports (6)
- 2009
Report Heilporn, G., Labbé, M., Marcotte, P., & Savard, G. (2009). A parallel between two classes of pricing problems in transportation and economics. (Technical Report n° CIRRELT-2009-01).Report Heilporn, G., Labbé, M., Marcotte, P., & Savard, G. (2009). Valid Inequalities and Branch-and-Cut for the Clique Pricing Problem. (Technical Report n° CIRRELT-2009-24).
- 2007
Report Marcotte, P., Mercier, A., Savard, G., & Verter, V. (2007). Toll Policies for Mitigating Hazardous Materials Transport Risk. (Working Paper n° CIRRELT-2007-07).
- 2001
Report Langevin, A., Riopel, D., Savard, G., & Bachmann, R. (2001). A multi-commodity network design approach for automated guided vehicle systems. (Technical Report n° G-2001-36).
- 1998
Report Berger, C., Chauny, F., Langevin, A., Loulou, R., Riopel, D., Savard, G., & Waaub, J.-P. (1998). EUGENE : an optimization-based decision support aystem for long term integrated regional solid waste management planning. (Technical Report n° G-98-28).Report Riopel, D., Langevin, A., & Savard, G. (1998). Flow Path Design for an Automated Guided Vehicle System. (Technical Report n° G-98-32).
- 2009