Please consult this page for the most updated list of publications and links:
- Wu, F., Adulyasak, Y., Cordeau, J.-F., 2024. Modeling and Solving the Traveling Salesman Problem with Speed Optimization for a Plug-in Hybrid Electric Vehicle. Transportation Science (To appear). [pdf] (working paper version)
- Bayani, M., Rostami, B., Adulyasak, Y., Rousseau, L.-M., 2024. A Dual Bounding Framework for Binary Quadratic Combinatorial Optimization. INFORMS Journal on Computing (To appear). [pdf] (working paper version)
- Khern-am-nuai, W., So, H., Cohen, M., and Adulyasak, Y., 2024. Selecting Cover Images for Restaurant Reviews: AI vs. Wisdom of the Crowd. Manufacturing & Service Operations Management (To appear). [Link] [pdf] (working paper version) (Finalist – 2021 INFORMS Service Science Paper Awards)
- Mahéo, A., Belieres, S., Adulyasak, Y., Cordeau, J.-F., 2024. Unified Branch-and-Benders-Cut for Two-Stage Stochastic Mixed-Integer Programs. Computers & Operations Research (To appear). [pdf] (working paper version)
- Adulyasak, Y., Cohen, M., Khern-am-nuai, W., Krause, M., 2024. Retail Analytics in the New Normal: The Influence of Artificial Intelligence and the Covid-19 Pandemic. IEEE Engineering Management Review (To appear). [Link] [pdf] (working paper version)
- Cheng, C., Yu, Q., Adulyasak, Y., Rousseau, L.-M., 2024. Distributionally Robust Facility Location with Uncertain Facility Capacity and Customer Demand. Omega: The International Journal of Management Science 122, 102959. [Link] [pdf] (working paper version)
- Sereshti, N., Adulyasak, Y., Jans, R., 2024. Managing flexibility in Stochastic Multi-Level Lot Sizing Problem with Service Level Constraints. Omega: The International Journal of Management Science 122, 102957. [Link]
- Metzker, P., Thevenin, S., Adulyasak, Y., Dolgui, A., 2024. Adaptive Robust Optimization for Lot-Sizing under Yield Uncertainty. European Journal of Operational Research 313(12). 513-526. [Link]
- Zhang, G., Jia, N., Zhu, N., He, L., Adulyasak, Y., 2023. Humanitarian Relief Network Design by Two-stage Distributionally Robust Optimization. Transportation Research Part B: Methodological 176, 102805. [Link]
- Belieres, S., Adulyasak, Y., Cordeau, J.-F., 2023. Scheduling Multi-staged Jobs on Parallel Identical Machines and a Central Server with Sequence-dependent Setup Times: An Application to an Automated Kitchen. Computers & Operations Research 160, 106387. [Link] [pdf] (working paper version)
- Tanlamai, J., Khern-am-nuai, W., and Adulyasak, Y., 2023. Identifying Arbitrage Opportunities in Retail Markets with Predictive Analytics. AI & Soc. [Link] [pdf] (working paper version)
- Dodin, P., Xiao, J., Adulyasak, Y., Etebari Alamdari, N., Gauthier, L., Grangier, P., Lemaitre, P., Hamilton, W. L., 2023. Bombardier Aftermarket Demand Forecast with Machine Learning. INFORMS Journal on Applied Analytics 53(6), 389-465. [Link] [pdf] (working paper version)
- Adulyasak, Y., Benomar, O., Chaouachi, A., Cohen, M., Khern-am-nuai, W., 2023. Data Analytics to Detect Panic Buying and Improve Products Distribution Amid Pandemic. AI & Society (To appear). [pdf] (working paper version)
- Zhang, G., Zhu, N., Ma, S., Adulyasak, Y., 2023. Robust Drone Selective Routing Problem in Humanitarian Transportation Network Assessment. European Journal of Operational Research 305, no 1, 400-428. [Link]
- Wu, L., Adulyasak, Y., Cordeau, J.-F., Wang, S., 2022. Vessel Service Planning in Seaports. Operations Research 70 (4), 2032-2053. [Link] [Codes and Instances]
- Thevenin, S., Adulyasak, Y., Cordeau, J.-F., 2022. Stochastic Dual Dynamic Programming for Multi-Echelon Lot-sizing with Component Substitution. INFORMS Journal on Computing. 34(6), 3151-3169. [Link] [Codes and Instances].
- Metzker, P., Thevenin, S., Adulyasak, Y., Dolgui, A., 2022. Robust optimization for lot-sizing problems under yield uncertainty. Computers & Operations Research 149, 1-16. [Link]
- Martinez, K., Adulyasak, Y., Jans, R., 2022. Logic–Based Benders Reformulations for Integrated Process Configuration and Production Planning Problems. INFORMS Journal on Computing 34 (4), 2177-2191. [Link]
- Yu, Q., Adulyasak, Y., Rousseau, L.-M., Zhu, N., Ma, S., 2022. Team Orienteering with Time-Varying Profit. INFORMS Journal on Computing. 34(1), 262-280. [Link] [Instances]
- Nguyen, D.-T., Adulyasak, Y., Cordeau, J.-F., Ponce, S., 2022. Data-Driven Operations and Supply Chain Management: Established Research Clusters from 2000 to early 2020. International Journal of Production Research 60 (17), 5407-5431. [Link][Supplement]
- Thevenin, S., Adulyasak, Y., Cordeau, J.-F., 2021. Material Requirements Planning Under Demand Uncertainty Using Stochastic Optimization. Production and Operations Management 30 (2). 475-493. [Link] [Supplement] [Codes and Instances]
- Cheng, C., Adulyasak, Y., Rousseau, L.-M., 2021. Robust Facility Location under Disruptions. INFORMS Journal on Optimization. 3(3). 298-314. [Link]
- Sereshti, N., Adulyasak, Y., Jans, R., 2021. The Value of Aggregate Service Levels in Stochastic Lot Sizing Problem. Omega: The International Journal of Management Science 102. 102335. [Link] (Best Paper Awards 2021 – Omega)
- Hoogeboom, M., Adulyasak, Y., Dullaert, W., Jaillet, P. 2021. The Robust Vehicle Routing Problem with Time Window Assignments. Transportation Science. 55 (2). 275-552. [Link]
- Cheng, C., Adulyasak, Y., Rousseau, L.-M., 2021. Robust Facility Location Under Demand Uncertainty and Facility Disruptions. Omega: The International Journal of Management Science 103. 102429. [Link]
- Nguyen, D.-T., Adulyasak, Y., Landry, S., 2021. Bullwhip Effect in Rule-Based Supply Chain Planning Systems: A Case-Based Simulation at a Hard Goods Retailer. Omega: The International Journal of Management Science 98. 102121. [Link]
- Yarkony, J., Adulyasak, Y., Singh, M., Desaulniers, G. 2020. Data Association via Set Packing for Computer Vision Applications. INFORMS Journal on Optimization 2(3). 145-228. [Link]
- Cheng, C., Adulyasak, Y., Rousseau, L.-M., 2020. Drone Routing with Energy Function: Formulation and Exact Algorithm. Transportation Research Part B: Methodological 139. 364-387. [Link]
- Martinez, K., Adulyasak, Y., Jans, R., Morabito, R., Toso, E.A.V., 2019. An Exact Optimization Approach for an Integrated Process Configuration, Lot-Sizing and Scheduling Problem. Computers & Operations Research 103. 310-323. [Link]
- Deudon, M., Cournut, P., Lacoste, A., Adulyasak, Y., Rousseau, L.-M., 2018. Learning Heuristics for the TSP by Policy Gradient. In: van Hoeve WJ. (eds) Integration of Constraint Programming, Artificial Intelligence, and Operations Research (CPAIOR). Lecture Notes in Computer Science, vol 10848. [Link]. Here is the excellent [Github] by M. Deudon.
- Ahmed, A., Varakantham, P., Lowalekar, M. , Adulyasak Y., Jaillet, P., 2017. Sampling based Approaches for Minimizing Regret in Uncertain Markov Decision Problems (MDPs). Journal of Artificial Intelligence Research 59. 229-264. [pdf]
- Ghosh, S., Varakantham, P., Adulyasak, Y., Jaillet, P., 2017. Dynamic Redeployment to Reduce Lost Demand in Bike Sharing Systems. Journal of Artificial Intelligence Research 58, 387-430. [pdf]
- Adulyasak, Y., Jaillet, P., 2016. Models and Algorithms for Stochastic and Robust Vehicle Routing with Deadlines. Transportation Science 50 (2). 608-626. [Link] [Supplement]
- Adulyasak, Y., Cordeau, J.-F., Jans, R., 2015. Benders Decomposition for Production Routing under Demand Uncertainty. Operations Research 63 (4). 851-867. [Link] [Supplement]
- Ghosh, S., Varakantham, P., Adulyasak, Y., Jaillet, P., 2015. Dynamic Redeployment to Counter Congestion or Starvation in Vehicle Sharing Systems. 25th International Conference on Automated Planning and Scheduling (ICAPS). [pdf]
- Adulyasak, Y., Varakantham, P., Jaillet, P., 2015. Solving Uncertain MDPs with Objectives that are Separable over Instantiations of Model Uncertainty. 29th Conference on Artificial Intelligence (AAAI). [pdf]
- Adulyasak, Y., Cordeau, J.-F., Jans, R., 2014. The Production Routing Problem: A Review of Formulations and Solution Algorithms. Computers & Operations Research 55. 141-152. [Link]
- Adulyasak, Y., Cordeau, J.-F., Jans, R., 2014. Formulations and Branch-and-Cut Algorithms for Multivehicle Production and Inventory Routing Problems. INFORMS Journal on Computing 26 (1). 103-120. [Link] [Supplement] [instances and results]
- Adulyasak, Y., Cordeau, J.-F., Jans, R., 2014. Optimization-Based Adaptive Large Neighborhood Search for the Production Routing Problem. Transportation Science 48 (1). 20-45. [Link] [instances and results]
- Varakantham, P., Adulyasak, Y., Jaillet, P., 2014. Decentralized Stochastic Planning with Anonymity in Interactions. 28th Conference on Artificial Intelligence (AAAI). [pdf]
- Ahmed, A., Varakantham, P., Adulyasak, Y., Jaillet, P., 2013. Regret based Robust Solutions for Uncertain Markov Decision Processes. Advances in Neural Information Processing Systems (NeurIPS) 26. [pdf]
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Cheng, C., Adulyasak, Y., Rousseau, L.-M., Sim, M., Robust Drone Delivery with Weather Information. [pdf] (Under revision at Manufacturing & Service Operations Management)
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Nguyen, D.-T., Charpin, R., Adulyasak, Y., Cordeau, J.-F., Analyzing Economic Nationalism’s Impact on Domestic Sourcing and Anticipating Its Change with Political Manifesto. (R&R at Production and Operations Management)
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Mishra, J., Xia, W., Adulyasak, Y., Strategic Adaptation and Capacity Investments for Seaports Under Competition and Climate-Change Uncertainty. [pdf] (Under revision at Transportation Research Part D: Transport and Environment)
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Zhu, L., Adulyasak, Y., Rousseau, L.-M., Partial-Outsourcing Strategy for the Vehicle Routing Problem with Stochastic Demands. (Submitted)
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Yoo, C., Khern-am-nuai, W., Tanlamai, J., and Adulyasak, Y., Haters Gonna Hate? How Removing Downvote Option Impacts Discussions on Online Forum. [pdf] (Submitted)
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Wu, L., Adulyasak, Y., Cordeau, J.-F., Optimizing Freight Procurement for Transportation-Inventory Systems Under Supply and Demand Uncertainty. [pdf] (Submitted)
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Nguyen, D.-T., Adulyasak, Y., Cordeau, J.-F., Khern-am-nuai, W., Framework for Affinity-Based Personalized Review Recommendation. [pdf] (Submitted)
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Hosseini, S.-S., Adulyasak, Y., Rousseau, L.-M., Home Health Care Delivery with Consistency Consideration in a Stochastic Environment. [pdf] (Submitted)
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Tanlamai, J., Khern-am-nuai, W., Kar, W., and Adulyasak, Y., The Implications of Homogeneous Responses in Customer Service Operations. [pdf] (Submitted)
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Metzker, P., Thevenin, S., Adulyasak, Y., Dolgui, A., Distributionally Robust Optimization for the Multi-Period Multi-Item Lot-Sizing Problems under Yield Uncertainty. (Submitted)
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Rahal, S., Arslan, O., Dems, A., Adulyasak, Y., Cordeau, J.-F., Facility Location with Modular Capacity under Demand Uncertainty: An Industrial Case Study. (Submitted)
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Thevenin, S., Adulyasak, Y., Prescott‐Gagnon, E., Moisan, T., Multi-Item Slow-Moving Inventory Using Constrained Markov Decision Processes and Column Generation. (Submitted)
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Ghaniabadi, M., Adulyasak, Y., Fleischmann, M., Jans, R., A Newsvendor Problem with Holding Costs in a Multi-Stage Supply Chain. (Submitted)
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Wang, W., Adulyasak, Y., Cordeau, J.-F., He, G., The Heterogeneous-Fleet Electric Vehicle Routing Problem with Nonlinear Charging Functions. (Submitted)
- Rancourt, M.-È., Dufour, É., Silvestri, S., Adulyasak, Y. The Kampala Alternative: Optimizing the Humanitarian Supply Chain in East Africa, Revue internationale de cas en gestion, vol. 21, no 4, 2023, p. 1-7. [Link]
- Nguyen, D.-T., Adulyasak, Y., Landry, S., Roy, J., Beaulieu, M., 2021. Princess Auto: Changing the Supply Chain Management Landscape with Flowcasting. Revue internationale de cas en gestion 19(4), 1-18. [HBR Link]
- Desrosiers, J., Jans, R. Adulyasak, Y., 2013. Improved Column Generation Algorithms for Clustering Problems. GERAD Tech Rep. G-2013-26. [pdf]
- Adulyasak, Y., 2012. Models and Solution Algorithms for Production Routing Problems. HEC Montréal. [pdf]