> Verlagsreihe
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Hyperparameter optimization for Large Language Model instruction-tuning Christophe Tribes, Sacha Benarroch-Lelong, Peng Lu, Ivan Kobyzev
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2024]
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Convergence towards a local minimum by direct search methods with a covering step Pierre-Yves Bouchet, Charles Audet, Loïc Bourdin
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2024]
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Characteristic functions for cooperative interval games Elena M. Parilina, Gönül Selin Savaşkan, Georges Zaccour, S. Zeynep Alparslan Gök
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2024]
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The heterogeneous-fleet electric vehicle routing problem with nonlinear charging functions Weiquan Wang, Yossiri Adulyasak, Jean-François Cordeau, Guannan He
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2024]
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Optimizing multi-item slow-moving inventory using constrained Markov decision processes and column generation Simon Thevenin, Yossiri Adulyasak, Eric Prescott-Gagnon, Thierry Moisan
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2024]
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Feedback Stackelberg-Nash equilibria in difference games with quasi-hierarchical interactions and inequality constraints Partha Sarathi Mohapatra, Puduru Viswanadha Reddy, Georges Zaccour
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2024]
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The cosine measure relative to a subspace Charles Audet, Warren Hare, Gabriel Jarry-Bolduc
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2024]
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Learning-accelerated mixed-integer quadratic programming for unit commitment Philippe Maisonneuve, Antoine Lesage-Landry
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2024]
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Bayesian optimization with hidden constraints for aircraft design Ali Tfaily, Youssef Diouane, Nathalie Bartoli, Michael Kokkolaras
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2024]
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Algorithme primal ajoutant des variables pour le problème du partitionnement d'ensemble généralisé Alpha-Saliou Barry, Frédéric Quesnel, Issmail El Hallaoui, François Soumis
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2024]
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Distributionally robust optimization for the multi-period multi-item lot-sizing problems under yield uncertainty Paula Metzker, Simon Thevenin, Yossiri Adulyasak, Alexandre Dolgui
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2024]
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A machine-learning-based column generation heuristic for electric bus scheduling Juliette Gerbaux, Quentin Cappart, Guy Desaulniers
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2024]
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A Cost Focused Machine Learning framework for replenishment decisions under transportation cost uncertainty Daniel Müllerklein, Pirmin Fontaine, Janosch Ortmann
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2024]
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Inferring electric vehicle charging patterns from smart meter data for impact studies Feng Li, Élodie Campeau, Ilhan Kocar, Antoine Lesage-Landry
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2024]
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Cesogen cellular solid generator Paul A. Patience, Charles Audet, Bruno Blais
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2024]
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Combining Benders decomposition and column generation for the petrol station replenishment problem with inventory management Abderrahman Bani, El Mehdi Er Raqabi, Issmaïl El Hallaoui, Ayoub Insa Corréa
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2024]
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(Trustworthy) AI for Québec's virtual power plant Julien Pallage, Antoine Lesage-Landry
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2024]
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Data-driven stochastic vehicle routing problems with deadlines Shanshan Wang, Erick Delage, Leandro C. Coelho
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2024]
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Revisiting Boehmer et al. (2021) recent period, alternative method, different conclusions David Ardia, Clément Aymard, Tolga Cenesizoglu
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2024]
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On the frequency variation in load-flow calculations for islanded AC microgrid Matthias Molénat, Jean Mahseredjian, Nasim Rashidirad, Antoine Lesage-Landry
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2024]
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Towards a connection between the capacitated vehicle routing problem and the constrained centroid-based clustering Abdelhakim Abdellaoui, Loubna Benabbou, Issmail El Hallaoui
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2024]
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LibHSL the ultimate collection for large-scale scientific computation Jaroslav Fowkes, Andrew Lister, Alexis Montoison, Dominique Orban
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2024]
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The petrol station replenishment problem a case study from West Africa Abderrahman Bani, El Mehdi Er Raqabi, Issmaïl El Hallaoui, Ayoub Insa Corréa
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2024]
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Data mining-driven shift enumeration for accelerating the solution of large-scale personnel scheduling problems Farin Rastgar-Amini, Daniel Aloise, Claudio Contardo, Guy Desaulniers
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2023]
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Confidence intervals for randomized quasi-Monte Carlo estimators Pierre L'Ecuyer, Marvin K. Nakayama, Art B. Owen, Bruno Tuffin
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2023]
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Twitter and cryptocurrency pump-and-dumps David Ardia, Keven Bluteau
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2023]
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The indefinite proximal gradient method Geoffroy Leconte, Dominique Orban
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2023]
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Revisiting column-generation-based matheuristic for learning classification trees Krunal Kishor Patel, Guy Desaulniers, Andrea Lodi
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2023]
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Linking frequentist and Bayesian change-point methods David Ardia, Arnaud Dufays, Carlos Ordás Criado
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2023]
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MINARES an iterative solver for symmetric linear systems Alexis Montoison, Dominique Orban, Michael A. Saunders
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2023]
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Complexity of trust-region methods with unbounded Hessian approximations for smooth and nonsmooth optimization Geoffroy Leconte, Dominique Orban
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2023]
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Hierarchically constrained multi-fidelity blackbox optimization Stéphane Alarie, Charles Audet, Miguel Diago, Sébastien Le Digabel, Xavier Lebeuf
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2023]
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Simple stratified sampling for simulating multi-dimensional Markov chains Rami El Haddad, Christian Lécot, Pierre L'Ecuyer
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2023]
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Estimating serendipity in content-based recommender systems Alain Hertz, Tsvika Kuflik, Noa Tuval
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2023]
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Tactical wireless network design with multi-beam antennas Vincent Perreault, Alain Hertz, Andrea Lodi
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2023]
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Towards resilience primal large-scale re-optimization El Mehdi Er Raqabi, Yong Wu, Issmaïl El Hallaoui, François Soumis
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2023]
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Krylov.jl a Julia basket of hand-picked Krylov methods Alexis Montoison, Dominique Orban
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2023]
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Mitigating equipment overloads due to electric vehicle charging using customer incentives Feng Li, Ilhan Kocar, Antoine Lesage-Landry
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2023]
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A dedicated pricing algorithm to solve a large family of nurse scheduling problems with branch-and-price Antoine Legrain, Jérémy Omer
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2023]
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Strong consistency and rate of convergence of switched least squares system identification for autonomous Markov jump linear systems Borna Sayedana, Mohammad Afshari, Peter E. Caines, Aditya Mahajan
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2023]
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Evaluation of counterparty credit risk under netting agreements Michèle Breton, Ahmadreza Tavasoli
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2023]
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Modeling and solving the traveling salesman problem with speed optimization for a plug-in hybrid electric vehicle Fuliang Wu, Yossiri Adulyasak, Jean-François Cordeau
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2023]
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Towards effective rebalancing of bike-sharing systems with regular and electric bikes Maria Clara Martins Silva, Daniel Aloise, Sanjay Dominik Jena
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2023]
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An efficient hybrid algorithm to solve credit scoring problem Mohamed Barhdadi, Badreddine Benyacoub, Mohamed Ouzineb, Issmail El Hallaoui
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2023]
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Optimizing strategies for short-term hydropower scheduling using a blackbox optimization framework Maissa Daadaa, Sara Séguin, Miguel F. Anjos, Kenjy Demeester
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2023]
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Home health care delivery with consistency consideration in a stochastic environment Seyede Saeede Hosseini, Yossiri Adulyasak, Louis-Martin Rousseau
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2023]
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Partially-separable loss to parallellize partitioned neural network training Paul Raynaud, Dominique Orban, Jean Bigeon
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2023]
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Risk averse constrained blackbox optimization under mixed aleatory/epistemic uncertainties Charles Audet, Jean Bigeon, Romain Couderc, Michael Kokkolaras
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2023]
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Dynamic rebalancing optimization for bike-sharing systems a modeling framework and empirical comparison Jiaqi Liang, Sanjay Dominik Jena, Andrea Lodi
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2023]
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The primal Benders decomposition El Mehdi Er Raqabi, Issmaïl El Hallaoui, François Soumis
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2023]
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Ranking decomposition for the discrete ordered median problem Marilène Cherkesly, Claudio Contardo, Matthieu Gruson
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2023]
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Scheduling maintenance with uncertain duration on power transmission systems Mariana Rocha, Miguel F. Anjos, Michel Gendreau
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2023]
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Factor exposure heterogeneity in green and brown stocks David Ardia, Keven Bluteau, Gabriel Lortie-Cloutier, Thien Duy Tran
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2023]
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Effective bandwidth and admission control a tutorial André Girard
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2023]
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Asymmetric actor-critic with approximate information state Amit Sinha, Aditya Mahajan
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2023]
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A novel approach to nonlinear short-term hydropower optimization using a combination of heuristic and metaheuristic algorithm Mohammad Jafari Aminabadi, Sara Séguin, Issouf Fofana
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2023]
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A seminal contribution of Ailsa Land and Alison Doig Harcourt to the field of mathematical programming Gilbert Laporte
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2023]
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Facility location with a modular capacity under demand uncertainty an industrial case study Said-Salim Rahal, Amira Dems, Yossiri Adulyasak, Okan Arslan, Jean-François Cordeau
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2023]
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Linear-quadratic mean field Stackelberg games master equations and decentralized feedback strategies Minyi Huang, Xuwei Yang
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2023]
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PLSR1 a limited-memory partitioned quasi-Newton optimizer for partially-separable loss functions Paul Raynaud, Dominique Orban, Jean Bigeon
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2023]
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Sequential stochastic blackbox optimization with zeroth order gradient estimator Charles Audet, Jean Bigeon, Romain Couder, Michael Kokkolaras
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2023]
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Online dynamic submodular optimization Antoine Lesage-Landry, Julien Pallage
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2023]
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A survey of contextual optimization methods for decision making under uncertainty Utsav Sadana, Abhilash Chenreddy, Erick Delage, Alexandre Forel, Emma Frejinger, Thibaut Vidal
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2023]
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A unified branch-price-and-cut algorithm for multi-compartment pickup and delivery problems Marjolein Aerts-Veenstra, Marilène Cherkesly, Timo Gschwind
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2023]
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Price-based strategies for mitigating electric vehicle-induced overloads on distribution systems Feng Li, Ilhan Kocar, Antoine Lesage-Landry
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2023]
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An optimization model for the energy management of the network of tanks in a water distribution system Franklin Djeumou Fomeni, Montaz Ali
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2023]
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An history of relevance in unsupervised summarization Florian Carichon, Gilles Caporossi
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2023]
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Incentivizing healthy food choices using add-on bundling a field experiment Nymisha Bandi, Maxime Cohen, Saibal Ray
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2023]
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A framework around limited-memory partitioned quasi-Newton methods Jean Bigeon, Dominique Orban, Paul Raynaud
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2023]
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A novel dynamic programming heuristic for the quadratic knapsack problem M. Eliass Fennich, Franklin Djeumou Fomeni, Leandro C. Coelho
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2023]
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Pricing and unauthorized channel strategies for a global manufacturer considering import taxes Xiaohui Yu, Tiaojun Xiao, Georges Zaccour
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2023]
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FluxNLPModels.jl and KnetNLPModels.jl connecting deep learning models with optimization solvers Farhad Rahbarnia, Paul Raynaud
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2023]
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On dynamic program decompositions of static risk measures Jia Lin Hau, Erick Delage, Mohammad Ghavamzadeh, Marek Petrik
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2023]
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The consistent vehicle routing problem with stochastic customers and demands Aldair Alvarez, Jean-François Cordeau, Raf Jans
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2023]
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Fifty years of operational research 1972-2022 Gilbert Laporte
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2023]
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Strategic adaptation and capacity investments for seaports under competition and climate-change uncertainty Jayanti Mishra, Wenyi Xia, Yossiri Adulyasak
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2023]
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A data-driven polynomial chaos expansion-based method for microgrid ramping support capability assessment and enhancement Mohan Du, Xiaozhe Wang
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2023]
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Assessing electric mobility and renewable energy synergy in a small New Caledonia island community Frédéric Babonneau, David Chotard, Alain Haurie
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2023]
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Quasi-maximum likelihood for estimating structural models Malek Ben-Abdellatif, Hatem Ben-Ameur, Rim Chérif, Tarek Fakhfakh
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2023]
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Can mean field game equilibria amongst exchangeable agents survive under partial observability of their competitors' states? Farid Rajabali, Roland Malhamé
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2023]
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Tilted inequalities and facets of the set covering polytope a theoretical analysis François Lamothe, Claudio Contardo, Matthieu Gruson
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2023]
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A rapid method for impact analysis of grid-edge technologies on power distribution networks Feng Li, Ilhan Kocar, Antoine Lesage-Landry
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2023]
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Computational investigation of residential users through load aggregator smart grid power optimization problem via mean field game theory Mohamad Aziz, Hanane Dagdougui, Issmail El Hallaoui
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2023]
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Integer linear programming for a constant demand in redundancy allocation multistate series-parallel problem Mohamed Ouzineb, Issmail El Hallaoui, Michel Gendreau
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2023]
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Data-driven prioritization strategies for inventory rebalancing in bike-sharing systems Maria Clara Martins Silva, Daniel Aloise, Sanjay Dominik Jena
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2023]
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Robotic Process Automation (RPA) using a heuristic method and the effective resistance of a graph Hugo Tremblay, Sara Séguin, Laurie-Ann Boily, Véronique Du Paul, Sophie Lalancette
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2023]
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Network design with vulnerability constraints and probabilistic edge reliability Okan Arslan, Gilbert Laporte
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2023]
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Fast and furious a high-frequency analysis of Robinhood users' trading behavior David Ardia, Clément Aymard, Tolga Cenesizoglu
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2023]
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Dynamic programming for valuing options embedded in corporate bonds Malek Ben-Abdellatif, Hatem Ben-Ameur, Rim Chérif, Tarek Fakhfakh
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2023]
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Graphs obtained by disjoint unions and joins of cliques and stable sets Alain Hertz
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2023]
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Thirty years of academic finance David Ardia, Keven Bluteau, Mohammad-Abbas Meghani
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2022]
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PDENLPModels.jl an NLPModel API for optimization problems with PDE-constraints Tangi Migot, Dominique Orban, Abel S. Siqueira
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2022]
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Risk-aware bid optimization for online display advertisement Rui Fan, Erick Delage
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2022]
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On removing diverse data for training machine learning models Kim T. Ton, Daniel Aloise, Claudio Contardo
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2022]
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Deep reinforcement learning for option pricing and hedging under dynamic expectile risk measures Saeed Marzban, Erick Delage, Jonathan Yumeng Li
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2022]
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Great fish war with moratorium Ilyass Dahmouni, Elena M. Parilina, Georges Zaccour
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2022]
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Short-term hydropower optimization in the day-ahead market using a nonlinear stochastic programming model Mohammad Jafari Aminabadi, Sara Séguin, Issouf Fofana, Stein-Erik Fleten, Ellen Krohn Aasgård
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2022]
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Online Newton's method with linear time-varying equality constraints Jean-Luc Lupien, Antoine Lesage-Landry
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2022]
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Inventory control and learning for one-warehouse multistore system with censored demand Recep Yusuf Bekci, Mehmet Gümüş, Sentao Miao
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2022]
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Optimal planning of preventive maintenance tasks on power transmission systems Mariana Rocha, Miguel F. Anjos, Michel Gendreau
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2022]
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Approximated multi-agent fitted Q iteration Antoine Lesage-Landry, Duncan S. Callaway
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2022]
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A semi-conjugate gradient method for solving unsymmetric positive definite linear systems Na Huang, Yu-Hong, Dai, Dominique Orban, Michael A. Saunders
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2022]
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Likelihood ratio density estimation for simulation models Florian Puchhammer, Pierre L'Ecuyer
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2022]
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GCC countries strategic options in a global transition to zero-net emissions Frédéric Babonneau, Ahmed Badran, Alain Haurie, Maxime Schenckery, Marc Vielle
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2022]
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Learning to enumerate shifts for large-scale flexible personnel scheduling problems Farin Rastgar-Amini, Claudio Contardo, Guy Desaulniers, Maxime Gasse
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2022]
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A heuristic approach for the integrated production-transportation problem with process flexibility Desiree M. Carvalho, Raf Jans, Silvio A. de Araujo, Diego J. Fiorotto
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2022]
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Omnichannel fulfillment strategies and sales credit allocation Mahsa Mahboob Ghodsi, Georges Zaccour
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2022]
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Batch reinforcement learning for network-safe demand response in unknown electric grids Antoine Lesage-Landry, Duncan S. Callaway
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2022]
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On GSOR, the generalized successive overrelaxation method for double saddle-point problems Na Huang, Yu-Hong Dai, Dominique Orban, Michael A. Saunders
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2022]
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Foreseeing the worst forecasting electricity DART spikes Rémi Galarneau-Vincent, Geneviève Gauthier, Frédéric Godin
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2022]
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Model-based graph reinforcement learning for inductive traffic signal control François-Xavier Devailly, Denis Larocque, Laurent Charlin
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2022]
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Short-term underground mine planning with uncertain activity durations using constraint programming Younes Aalian, Michel Gamache, Gilles Pesant
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2022]
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Data-driven conditional robust optimization Abhilash Chenreddy, Nymisha Bandi, Erick Delage
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2022]
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Crowdkeeping in last-mile delivery Xin Wang, Okan Arslan, Erick Delage
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2022]
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Rapid method for impact analysis of grid-edge technologies on power distribution networks Feng Li, Ilhan Kocar, Antoine Lesage-Landry
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2022]
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A fast solution approach to solve the generator maintenance scheduling and hydropower production problems simultaneously Geoffrey Glangine, Sara Séguin, Kenjy Demeester
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2022]
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Distributional robustness and inequity mitigation in disaster preparedness of humanitarian operations Hongming Li, Erick Delage, Ning Zhu, Michael Pinedo, Shoufeng Ma
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2022]
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Erratum, counterexample and an additional revealing poll step for a result of "Analysis of direct searches for discontinuous functions" C. Audet, P.-Y. Bouchet, L. Bourdin
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2022]
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Quantifying the impact of scenario tree generation methods on the solution of the short-term hydroscheduling problem Maissa Daadaa, Sara Séguin, Miguel F. Anjos, Kenjy Demeester
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2022]
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Remanufacturing with innovative features a strategic analysis Can Baris Cetin, Georges Zaccour
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2022]
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Hybrid storage system control for real-time power balancing in a hybrid renewable energy system Imen Jendoubi, François Bouffard
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2022]
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Fifty years of operational research 1972-2022 Gilbert Laporte
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2022]
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An efficient implementation of a VNS heuristic for the weighted fair sequences problem Caroline Rocha, Bruno J.S. Pessoa, Daniel Aloise, Lucidio A. Cabral
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2022]
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Optimally scheduling public safety power shutoffs Antoine Lesage-Landry, Félix Pellerin, Joshua A. Taylor, Duncan S. Callaway
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2022]
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Risk-adverse optimization by Conditional Value-at-Risk and stochastic approximation Charles Audet, Jean Bigeon, Romain Couderc, Michael Kokkolaras
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2022]
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MPILS an automatic tuner for MILP solvers Himmich Ilyas, Er Raqabi El Mehdi, El Hachemi Nizar, El Hallaoui Issmaı̈l, Metrane Abdelmoutalib, Soumis François Soumis
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2022]
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A survey on AI-based scheduling models, optimization and prediction for hydropower generation variants, challenges, and future directions Yoan Villeneuve, Sara Séguin, Abdellah Chehr
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2022]
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How easy is it for investment managers to deploy their talent in green and brown stocks? David Ardia, Keven Bluteau, Thien Duy Tran
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2022]
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Optimal localizability criterion for positioning with distance-deteriorated relative measurements Justin Cano, Gaël Pagès, Éric Chaumette, Jérôme Le Ny
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2022]
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Increasing schedule reliability in the multi-depot vehicle scheduling problem with stochastic travel time Léa Ricard, Guy Desaulniers, Andrea Lodi, Louis-Martin Rousseau
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2022]
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Learning to branch for the crew pairing problem Pierre Pereira, Emeric Courtade, Daniel Aloise, Frédéric Quesnel, François Soumis, Yassine Yaakoubi
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2022]
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Optimal multi-robot formations for relative pose estimation using range measurements Charles C. Cossette, Mohammed A. Shalaby, David Saussié, Jérôme Le Ny, James R. Forbes
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2022]
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Decoupling spatial pattern and its movement via complex factorization over orthogonal filter pairs Yanyan Mu, Roussos Dimitrakopoulos, Frank Ferrie
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2022]
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A fast dual bound for power allocation André Girard
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2022]
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The average size of maximal matchings in graphs Alain Hertz, Sébastien Bonte, Gauvain Devillez, Hadrien Mélot
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2022]
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Transition to zero-net emissions for Qatar a policy based on hydrogen and direct air capture development Frédéric Babonneau, Maroua Benlahrech, Alain Haurie
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2022]
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Optimizing freight procurement for transportation-inventory systems under supply and demand uncertainty Lingxiao Wu, Yossiri Adulyasak, Jean-François Cordeau
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2022]
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Handling of constraints in multiobjective blackbox optimization Jean Bigeon, Sébastien Le Digabel, Ludovic Salomon
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2022]
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A general mathematical framework for constrained mixedvariable blackbox optimization problems with meta and categorical variables Charles Audet, Edward Hallé-Hannan, Sébastien Le Digabel
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2022]
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Computing a sparse projection into a box Dominique Orban
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2022]
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Dynamic pricing in the presence of social externalities and reference-price effect Jafar Chaab, Georges Zaccour
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2022]
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Offline-online retail collaboration via pickup partnership Zahra Jalali, Maxime C. Cohen, Necati Ertekin, Mehmet Gumus
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2022]
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A simultaneous stochastic optimization framework for selecting additional infill drilling locations Zachary Levinson, Roussos Dimitrakopoulos
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2022]
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Integrating short-term stochastic production planning updating to mining fleet management in industrial mining complexes an actor-critic reinforcement learning approach Joao Pedro de Carvalho, Roussos Dimitrakopoulos
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2022]
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Addressing the cold start problem in privacy preserving content-based recommender systems using hypercube graphs Noa Tuval, Alain Hertz, Tsvika Kuflik
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2022]
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Incremental LNS framework for integrated production, inventory, and vessel scheduling application to a global supply chain Er Raqabi El Mehdi, Himmich Ilyas, El Hachemi Nizar, El Hallaoui Issmaı̈͏̈l, François Soumis
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2022]
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Learning to schedule heuristics for the simultaneous stochastic optimization of mining complexes Yassine Yaakoubi, Roussos Dimitrakopoulos
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2022]
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A stochastic proximal method for nonsmooth regularized finite sum optimization Dounia Lakhmiri, Dominique Orban, Andrea Lodi
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2022]
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Construction-free median quasi-Monte Carlo rules for function spaces with unspecified smoothness and general weights Takashi Goda, Pierre L'Ecuyer
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2022]
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A logistic regressionand linear programming approach for multi-skill staffing optimization in call centers Thuy Anh Ta, Tien Mai, Fabian Bastin, Pierre L'Ecuyer
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2022]
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On the Geršgorin discs of distance matrices of graphs Mustapha Aouchiche, Bilal A. Rather, Issmail El Hallaoui
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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Minimum values of the second largest Q-eigenvalue Mustapha Aouchiche, Issmail El Hallaoui
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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Robust optimization for lot-sizing problems under yield uncertainty Paula Metzker, Simon Thevenin, Yossiri Adulyasak, Alexandre Dolgui
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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Integrating learning and explicit model predictive control for unit commitment in microgrids Yuchong Huo, François Bouffard, Géza Joós
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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Upper bounds on the average number of colors in the non-equivalent colorings of a graph Alain Hertz, Hadrien Mélot, Sébastien Bonte, Gauvain Devillez, Pierre Hauweele
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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Compact routes for parcel delivery by postal services Alexis Bretina, Guy Desaulniers, Louis-Martin Rousseau
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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Feedback Nash equilibria in differential games with impulse control Utsav Sadana, Puduru Viswanadha Reddy, Georges Zaccour
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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NOMAD version 4: nonlinear optimization with the MADS algorithm Charles Audet, Sébastien Le Digabel, Viviane Rochon Montplaisir, Christophe Tribes
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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A proximal quasi-Newton trust-region method for nonsmooth regularized optimization Aleksandr Aravkin, Robert Baraldi, Dominique Orban
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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Data-driven sustainable distributed energy resources' control based on multi-agent deep reinforcement learning Imen Jendoubi, François Bouffard
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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A derivative-free approach to optimal control problems with a piecewise constant Mayer cost function Charles Audet, Pierre-Yves Bouchet, Loïc Bourdin
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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Batched second-order adjoint sensitivity for reduced space methods François Pacaud, Michel Schanen, Daniel Adrian Maldonado, Alexis Montoison, Valentin Churavy, Julian Samaroo, Mihai Anitescu
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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Adaptive simultaneous stochastic optimization of a gold mining complex: a case study Zachary Levinson, Roussos Dimitrakopoulos
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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Risk-averse regret minimization in multi-stage stochastic programs Mehran Poursoltani, Erick Delage, Angelos Georghiou
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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Comptes rendus du Dixième atelier de résolution de problèmes industriels de Montréal, 13-27 août 2020 = Proceedings of the Tenth Montréal Industrial Problem Solving Workshop, August 13-27, 2020 Odile Marcotte, éditrice ; Centre de recherches mathématiques (CRM), IVADO
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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Reaching Paris agreement goal through CDR/DAC development a compact OR model Frédéric Babonneau, Alain Haurie, Marc Vielle
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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Payment schemes for sustaining cooperation in dynamic games Elena M. Parilina, Georges Zaccour
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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Managing quality and pricing during a product recall an analysis of pre-crisis, crisis and post-crisis regimes Arka Mukherjee, Margarida Carvalho, Georges Zaccour
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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The contribution of forest-based bioenergy in achieving deep decarbonization insights for Quebec (Canada) using a TIMES approach Hamed Kouchaki-Penchah, Olivier Bahn, Kathleen Vaillancourt, Annie Levasseur
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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Capacity games in Cournot's duopoly model of complements Bertrand Crettez, Naila Hayek, Guiomar Martín-Herrán
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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Investment in cleaner technologies in a transboundary pollution dynamic game a numerical investigation Javier de Frutos, Víctor Gatón, Paula M. López-Pérez, Guiomar Martín-Herrán
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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WaveCorr deep reinforcement learning with permutation invariant policy networks for portfolio management Saeed Marzban, Erick Delage, Jonathan Yumeng Li, Jeremie Desgagne-Bouchard, Carl Dussault
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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Machine-learning-based arc selection for constrained shortest path problems in column generation Mouad Morabit, Guy Desaulniers, Andrea Lodi
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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High-order simulation of geological units at the Saramacca gold deposit, Suriname Daniel Morales, Roussos Dimitrakopoulos
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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Formulations and exact solution approaches for a coupled bin-packing and lot-sizing problem with sequence-dependent setups Gislaine Mara Melega, Silvio Alexandre de Araujo, Raf Jans, Reinaldo Morabito
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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Predicting COVID-19 incidences from patients' viral load using deep-learning Athar Khalil, Khalil Al Handawi, Ibrahim Chamseddine, Zeina Mohsen, Afif Abdel Nour, Rita Feghali, Michael Kokkolaras
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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Adaptive simultaneous stochastic optimization of miningcomplexes: where is the value coming from? Maria Fernanda Del Castillo, Roussos Dimitrakopoulos
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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Tight bounds on the maximal area of small polygons: improved Mossinghoff polygons Christian Bingane
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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Off-line approximate dynamic programming for the vehicle routing problem with stochastic customers and demands via decentralized decision-making Mohsen Dastpak, Fausto Errico
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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The consistent production routing problem Aldair Alvarez, Jean-François Cordeau, Raf Jans
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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Blackbox optimization Charles Audet
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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Tight bounds on the maximal perimeter of convex equilateral small polygons Christian Bingane, Charles Audet
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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Mean Field Game-based control of sharing daily solar energy between electric vehicles in a parking lot Samuel M. Muhindo, Roland P. Malhamé, Géza Joós
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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A lifted-space dynamic programming algorithm for the Quadratic Knapsack Problem Franklin Djeumou Fomeni
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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A Julia implementation of Algorithm NCL for constrained optimization Ding Ma, Dominique Orban, Michael A. Saunders
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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Combining heuristics and integer linear programming to compute a solution to the Robotic Process Automation (RPA) problem Sara Seguin, Imène Benkala, Hugo Tremblay, Xavier Lebeuf, David-Emmanuel Perron-Chouinard
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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Maintenance of a collection of machines under partial observability: indexability and computation of Whittle index Nima Akbarzadeh, Aditya Mahajan
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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Quasi-maximum likelihood for estimating structural models Malek Ben-Abdellatif, Hatem Ben-Ameur, Rim Chérif, Tarek Fakhfakh
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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Lower bounds and properties for the average number of colors in the non-equivalent colorings of a graph Alain Hertz, Hadrien Mélot, Sébastien Bonte, Gauvain Devillez
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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New complementary problem formulation for the improved primal simplex Youssouf Emine, François Soumis, Issmail El Hallaoui
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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RipQP: a multi-precision regularized predictor-corrector method for convex quadratic optimization Geoffroy Leconte, Dominique Orban
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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The minimum mean cycle-canceling algorithm for linear programs Jean Bertrand Gauthier, Jacques Desrosiers
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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Heuristics for optimizing 3D mapping missions over swarm-powered ad-hoc clouds Leandro R. Costa, Daniel Aloise, Luca G. Gianoli, Andrea Lodi
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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Quantifying uncertainty with ensembles of surrogates for blackbox optimization Charles Audet, Sébastien Le Digabel, Renaud Saltet
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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Optimization of infectious disease prevention and control policies using agent-based modeling Khalil Al Handawi, Michael Kokkolaras
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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Data-driven optimization with distributionally robust secondorder stochastic dominance constraints Chun Peng, Erick Delage
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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A survey of dynamic models of product quality Pietro De Giovanni, Georges Zaccour
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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The equilateral small octagon of maximal width Christian Bingane, Charles Audet
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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Stochastic stope design optimization under grade uncertainty and dynamic development costs Matheus Furtado e Faria, Roussos Dimitrakopoulos, Cláudio Pinto
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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Viability of a multi-parcel agroecological system Aichouche Oubraham, Patrick Saint-Pierre, Georges Zaccour
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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Media abnormal tone, earnings announcements, and the stock market David Ardia, Keven Bluteau, Kris Boudt
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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Self-image and the stability of international environmental agreements Michèle Breton, Lucia Sbragia
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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Multi-agent hierarchical reinforcement learning for energy management Imen Jendoubi, François Bouffard
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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Robust integration of electric vehicles charging load insmart grids capacity expansion planning Sajad Aliakbari Sani, Olivier Bahn, Erick Delage, Rinel Foguen Tchuendom
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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Integrating geometallurgical Ball mill throughput predictions into short-term stochastic production scheduling in mining complexes Christian Both, Roussos Dimitrakopoulos
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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Batch reinforcement learning for network-safe demand response in unknown electric grids Antoine Lesage-Landry, Duncan S. Callaway
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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A dual bounding framework for binary quadratic combinatorial optimization Mahdis Bayani, Borzou Rostami, Yossiri Adulyasak, Louis-Martin Rousseau
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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Large satellite constellations and space debris: exploratory analysis of strategic management of the space commons Pierre Bernhard, Marc Deschamps, Georges Zaccour
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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GPMR: an iterative method for unsymmetric partitioned linear systems Alexis Montoison, Dominic Orban
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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Parallel stimulation of disruptions for personnel scheduling in a flexible working environment Rachid Hassani, Guy Desaulniers, Issmail El Hallaoui
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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Exploring dual information in distance metric learning for clustering Rodrigo Randel, Daniel Aloise, Alain Hertz
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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Deep reinforcement learning for optimal stopping with application in financial engineering Abderrahim Fathan, Erick Delage
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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Maximal perimeter and maximal width of a convex small polygon Christian Bingane
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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Use of static surrogates in hyperparameter optimization Dounia Lakhmiri, Sébastien Le Digabel
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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Using graph theory to derive inequalities for the Bell numbers Alain Hertz, Anaelle Hertz, Hadrien Mélot
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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Multiple streams with recurrence-based, counter-based, and splittable random number generators Pierre L'Ecuyer, Olivier Nadeau-Chamard, Yi-Fan Chen, Justin Lebar
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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Variance reduction with array-RQMC for Tau-Leaping simulation of stochastic biological and chemical reaction networks Florian Puchhammer, Amal Ben Abdellah, Pierre L'Ecuyer
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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Local cold load pick-up estimation using time-stamped measurements Sanja Bajic, François Bouffard, Hannah Mishalska, Géza Joós
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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DCISolver.jl: a Julia solver for nonlinear optimization using dynamic control of infeasibility Tangi Migot, Dominique Orban, Abel S. Siqueira
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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A capacitated multi-vehicle covering tour problem on a road network and its application to waste collection Vera Fischer, Meritxell Pacheco Paneque, Antoine Legrain, Reinhard Bürgy
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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Détection de communautés dynamiques dans les réseaux évolutifs de développeurs au sein de Chrome Gilles Caporossi, Sylvain Perron, Franck Barès, Anaïs Correc
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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Hierarchically constrained blackbox optimization Stéphane Alarie, Charles Audet, Paulin Jacquot, Sébastien Le Digabel
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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A column generation scheme for distributionally robust multi-item newsvendor problems Shanshan Wang, Erick Delage
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]
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Optimizing the mine production scheduling accounting for stockpiling and investment decisions under geological uncertainty Zeyneb Brika, Michel Gamache, Roussos Dimitrakopoulos
Montréal (Québec), Canada: GERAD, HÉC Montréal, [2021]