Publications
Working papers
M. Daneshvar, S. D. Jena and W. Rei, 2024. "Handling Ambiguity in Stochastic Humanitarian Supply Chain Network Design".
[Tech. report (2024)]J. Liang, S. D. Jena, D. Liu, A. Lodi and T. Vidal, 2024. "Dual Policy Reinforcement Learning Approach for Real-time Rebalancing in Bike-Sharing Systems".
[Tech, report (2024)]W. Almeida, M. Carvalho and S. D. Jena, 2024. "Dynamic Single Facility Location under Cumulative Customer Demand".
[Tech. report (2024)]Š. Štádlerová, S. D. Jena and P. Schütz, 2024. "Solving multi-stage stochastic facility location problems with modular capacity adjustments ".
[Tech, report (2024)]J. Liang, S. D. Jena, D. Liu and A. Lodi, 2024. "A Reinforcement Learning Approach for Dynamic Rebalancing in Bike-Sharing Systems".
[Tech, report (2024)]J. Liang, M. C. Martins Silva, D. Aloise and S. D. Jena, 2023. "Dynamic Rebalancing for Bike-Sharing Systems under Inventory Interval and Target Predictions".
[Tech, report (2023)]B. Babaki, L. Charlin and S. D. Jena, 2022. "COIL: A Deep Architecture for Column Generation".
[Tech. report (2022)]O. N. Attila, S. D. Jena and W. Rei, 2022. "Mitigating Choice Model Ambiguity: A General Framework and its Application to Assortment Optimization".
[Tech. report (2022)]
Journal articles
G. Homsi, É. Ayotte-Sauvé and S. D. Jena, 2024. "A Slope Scaling Heuristic for the Multi-Period Strategic Planning of Carbon Capture and Storage". Accepted for publication in Computers & Operations Research.
[Published paper (2024)]M. C. Martins Silva, D. Aloise and S. D. Jena, 2024. "Data-driven Prioritization Strategies for Inventory Rebalancing in Bike-Sharing Systems". Omega, 129, 103141
[Tech. report (2023)]C. Ahabchane, T. Cenesizoglu, G. Grass and S. D. Jena, 2024. "Reducing Transaction Costs using Intraday Forecasts of Limit Order Book Slopes". Journal of Forecasting.
[Published paper, 2024][Tech. report (2021)]J. Liang, S. D. Jena and A. Lodi, 2024. "Dynamic Rebalancing Optimization for Bike-Sharing Systems: A Modeling Framework and Empirical Comparison". European Journal of Operational Research, 317(3), 875-889.
[Published paper, 2024][Tech. report (2022)]G. Homsi, B. Gendron, S. D. Jena, 2024. "Rolling Horizon Strategies for a Dynamic and Stochastic Ridesharing Problem with Rematches". Discrete Applied Mathematics, 343, p. 191-297.
[Published paper, 2024][Tech. report (2021)]M. C. Martins Silva, D. Aloise and S. D. Jena, 2024. "On the Simultaneous Computation of Target Inventories and Intervals for Bimodal Bike-Sharing Systems". Accepted for publication in Transportation Engineering, 16, p.100226.
[Published paper, 2024][Tech, report (2023)]G. Homsi, S. D. Jena and B. Gendron, 2023. "Two-Stage Stochastic One-to-Many Driver Matching for Ridesharing". Networks, 82(4), p. 414-436.
[Published paper, 2023][Tech. report (2022)]W. Almeida, S. D. Jena and K. Jeswani, 2023. "Mathematical Formulations for Multi-Period Network Design with Modular Capacity Adjustments". INFOR: Information Systems and Operational Research, 61(4), pp.445-489
[Published paper, 2023][Tech. report (2021)]Š. Štádlerová, S. D. Jena and P. Schütz, 2023. "Using Lagrangian relaxation to locate hydrogen production facilities under uncertain demand: A case study from Norway". Computational Management Science, 20(1), p.10.
[Published paper, 2023][Tech. report (2022)]M. Daneshvar, S. D. Jena and W. Rei, 2022. "A Two-Stage Stochastic Post-Disaster Humanitarian Supply Chain Netwok Design Problem". Computers & Industrial Engineering, 183, p. 109-459.
[Published paper, 2023][Tech. report (2022)]P. Jaillet, S. D. Jena, T. S. Ng and M. Sim, 2022. "Satisficing Models under Uncertainty". INFORMS Journal on Optimization 4(4).
[Published paper, 2022][Final version][Tech. report (2016)]S. D. Jena, A. Lodi and C. Sole, 2022. "On the estimation of discrete choice models to capture irrational customer behaviors". INFORMS Journal on Computing 34(3).
[Published paper, 2022][Final version][Tech. Report (2020)]S. D. Jena, A. Lodi, H. Palmer and C. Sole, 2020. "A Partially-Ranked Choice Model for Large-Scale Data-Driven Assortment Optimization". INFORMS Journal on Optimization, 4(4).
[Published paper, 2020][Online supplement][Tech. report (2020)]J. A. S. Araujo, H. G. Santos, B. Gendron S. D. Jena, S. S. Brito and D. S. Souza, 2020. "Strong Bounds for Resource Constrained Project Scheduling: Preprocessing and Cutting Planes". Computers & Operations Research, 113, 104782.
[Published paper, 2020][Tech. report (2019)]S. D. Jena, J.-F. Cordeau and B. Gendron, 2017. "Lagrangian Heuristics for Large-Scale Dynamic Facility Location with Generalized Modular Capacities". INFORMS Journal on Computing 29(3):388-404.
[Published paper, 2017][Tech. report (final version)]S. D. Jena, J.-F. Cordeau and B. Gendron, 2016. "Solving a Dynamic Facility Location Problem with Partial Closing and Reopening". Computers & Operations Research. 67:143-154.
[Published paper, 2016] [Tech. report (final version)]S. D. Jena, J.-F. Cordeau and B. Gendron, 2015. "Dynamic Facility Location with Generalized Modular Capacities". Transportation Science. 49(3):484-499. DOI 10.1287/trsc.2014.0575.
[Published paper, 2015] [Tech. report (final version)]S. D. Jena, J.-F. Cordeau and B. Gendron, 2015. "Modeling and Solving a Logging Camp Location Problem". Annals of Operations Research. 232(1):151-177. DOI 10.1007/s10479-012-1278-z.
[Published paper, 2015] [Tech. report (final version)]S. D. Jena and M. Poggi de Aragão, 2013. "Harvest Planning in the Brazilian Sugar Cane Industry via Mixed Integer Programming". European Journal of Operational Research. 230(2):374-384.
[Published paper, 2013] [Tech. report (final version)]
Conference papers
B. Babaki, S. D. Jena, L. Charlin, 2021. "Neural Column Generation for Capacitated Vehicle Routing". In: AAAI-22 Workshop on Machine Learning for Operations Research (ML4OR) .
[Published paper, 2021][Tech. report (2021)]G. Homsi, B. Gendron, and S. D. Jena. 2020. "Dynamic and Stochastic Rematching for Ridesharing Systems: Formulations and Reductions". In: Combinatorial Optimization: 6th International Symposium, ISCO 2020, Montreal, QC, Canada, May 4–6, 2020, Revised Selected Papers 6 (pp. 193-201). Springer International Publishing.
[Published paper, 2020]P. Hulot, D. Aloise, and S. D. Jena. 2018. "Towards Station-level Demand Prediction for Effective Rebalancing in Bike-Sharing Systems". In Proceedings of the 24th ACM SIGKDD international conference on knowledge discovery & data mining (pp. 378-386). Applied Data Science track (8% acceptance rate).
[Published paper, 2018]L. Faria, J.-F. Cordeau, S. D. Jena, D. Sotelo, H. Lopes, 2018. "Multi-period prize collecting steiner tree problems with budget constraints". Extended abstract in: CLAIO 2018, Lima, Peru.
[PDF]M. Lowalekar, P. Varakantham, S. Ghosh, S. D. Jena, and P. Jaillet. 2017. "Online Repositioning in Bike Sharing Systems". In Proceedings of the International Conference on Automated Planning and Scheduling (Vol. 27, pp. 200-208).
[Published paper][PDF]S. D. Jena, M. Poggi de Aragão and D. Sotelo, 2012. "Extending the NEH Heuristic for Permutation Flow Shop Scheduling". In: SBPO/CLAIO, Rio de Janeiro, Brazil. Anais do XLIV SBPO / XVI CLAIO.
[PDF]S. D. Jena, J.-F. Cordeau and B. Gendron, 2011. "A Mathematical Formulation for the Location of Logging Camps". In: 34th Council on Forest Engineering Annual Meeting, Québec, Canada. Proceedings of the 34th Council on Forest Engineering Annual Meeting.
[PDF]S. D. Jena and M. Poggi de Aragão, 2009. "Sugar cane cultivation and harvesting: MIP approach and valid inequalities". In: Simpósio Brasileiro de Pesquisa Operacional, Porto Seguro, Brazil. Anais do XLI Simpósio Brasileiro de Pesquisa Operacional.
[PDF]
Book chapters
S. D. Jena, 2023. "Facility Location: A Guide to Modeling and Solving Complex Problem Variants via Lagrangian Relaxation". Accepted for publication in: Contributions to Combinatorial Optimization and Applications, International Series in Operations Research & Management Science, Springer.
[Published chapter][Tech. report (2023)]S. D. Jena and M. Poggi de Aragão, 2010. "A Mixed Integer Programming approach for Sugar Cane cultivation and harvest planning". In: Computational Methods for Agricultural Research: Advances and Applications, edited by H. Antonio do Prado, A. J. Barreto Luiz, H. C. Filho, IGI Global, 2010, ISBN 1616928719.
[Link to IGI]
Other technical reports (unpublished)
L. Faria, J.-F. Cordeau, S. D. Jena, H. Lopes and D. Sotelo, 2020. "The Multi-period Prize-collecting Steiner Tree Problem with Budget Constraints". Working paper.
[Technical report, 2020]S. D. Jena, M. Poggi de Aragão and D. Sotelo, 2009. "Competitive Deterministic Heuristics for Permutation Flow Shop Scheduling", Pontifícia Universidade Católica do Rio de Janeiro.
[PDF]S. D. Jena and J. Roehrig, 2007. "A Java Implementation of the OpenGIS™ Feature Geometry Abstract Specification (ISO 19107 Spatial Schema)". Institute for Technology in the Tropics, University of Applied Sciences Cologne, 2007.
[PDF] [BibTex]
Thesis
S. D. Jena, 2014. "Dynamic Facility Location with Modular Capacities : Models, Algorithms and Applications in Forestry", 286 pages, PhD thesis, Université de Montréal [PDF]
S. D. Jena, 2009. "A Mixed Integer Programming approach for sugar cane cultivation and harvest planning", 153 pages, Master thesis, Pontifícia Universidade Católica do Rio de Janeiro (PUC-Rio)
[PDF]S. D. Jena, 2007. "A Java Implementation of the OpenGIS™ Feature Geometry Abstract Specification (ISO 19107 Spatial Schema)". 127 pages, Diploma thesis, Fachhochschule Köln (University of Applied Sciences Cologne)
[PDF]