| Can deep reinforcement learning improve inventory management? Performance on lost sales, dual-sourcing, and multi-echelon problems J Gijsbrechts, RN Boute, JA Van Mieghem, DJ Zhang Manufacturing & Service Operations Management 24 (3), 1349-1368, 2022 | 237* | 2022 |
| Deep reinforcement learning for inventory control: A roadmap RN Boute, J Gijsbrechts, W Van Jaarsveld, N Vanvuchelen European Journal of Operational Research 298 (2), 401-412, 2022 | 192 | 2022 |
| An integrated production and inventory model to dampen upstream demand variability in the supply chain RN Boute, SM Disney, MR Lambrecht, B Van Houdt European Journal of Operational Research 178 (1), 121-142, 2007 | 167 | 2007 |
| Investigating synchromodality from a supply chain perspective C Dong, R Boute, A McKinnon, M Verelst Transportation Research Part D: Transport and Environment 61, 42-57, 2018 | 146 | 2018 |
| Use of proximal policy optimization for the joint replenishment problem N Vanvuchelen, J Gijsbrechts, R Boute Computers in Industry 119, 103239, 2020 | 123 | 2020 |
| Global dual sourcing and order smoothing: The impact of capacity and lead times RN Boute, JA Van Mieghem Management Science 61 (9), 2080-2099, 2015 | 112* | 2015 |
| Forecasting spare part demand with installed base information: A review S Van der Auweraer, RN Boute, AA Syntetos International Journal of Forecasting 35 (1), 181-196, 2019 | 93 | 2019 |
| Forecasting spare part demand using service maintenance information S Van der Auweraer, R Boute International Journal of Production Economics 213, 138-149, 2019 | 88 | 2019 |
| A hybrid condition-based maintenance policy for continuously monitored components with two degradation thresholds J Poppe, RN Boute, MR Lambrecht European Journal of Operational Research 268 (2), 515-532, 2018 | 86 | 2018 |
| Reward shaping to improve the performance of deep reinforcement learning in perishable inventory management BJ De Moor, J Gijsbrechts, RN Boute European Journal of Operational Research 301 (2), 535-545, 2022 | 80 | 2022 |
| AI in logistics and supply chain management RN Boute, M Udenio Global logistics and supply chain strategies for the 2020s: Vital skills for …, 2022 | 77 | 2022 |
| Dual sourcing and smoothing under nonstationary demand time series: Reshoring with SpeedFactories RN Boute, SM Disney, J Gijsbrechts, JA Van Mieghem Management Science 68 (2), 1039-1057, 2022 | 69 | 2022 |
| Synchromodality in the Physical Internet–dual sourcing and real-time switching between transport modes N Lemmens, J Gijsbrechts, R Boute European Transport Research Review 11, 1-10, 2019 | 64 | 2019 |
| Collaborative shipping under different cost-sharing agreements SVP Tinoco, S Creemers, RN Boute European Journal of Operational Research 263 (3), 827-837, 2017 | 63 | 2017 |
| Exploring the bullwhip effect by means of spreadsheet simulation RN Boute, MR Lambrecht INFORMS Transactions on Education 10 (1), 1-9, 2009 | 63 | 2009 |
| Explainable AI for operational research: A defining framework, methods, applications, and a research agenda KW De Bock, K Coussement, A De Caigny, R Słowiński, B Baesens, ... European Journal of Operational Research 317 (2), 249-272, 2024 | 62 | 2024 |
| A real options approach to project management R Boute, E Demeulemeester, W Herroelen International Journal of Production Research 42 (9), 1715-1725, 2004 | 60 | 2004 |
| Numerical study of inventory management under various maintenance policies J Poppe, RJI Basten, RN Boute, MR Lambrecht Reliability Engineering & System Safety 168, 262-273, 2017 | 56 | 2017 |
| The effect of multi-sensor data on condition-based maintenance policies HE van Staden, RN Boute European Journal of Operational Research 290 (2), 585-600, 2021 | 53 | 2021 |
| An analysis of inventory turnover in the Belgian manufacturing industry, wholesale and retail and the financial impact on inventory reduction R Boute, M Lambrecht, O Lambrechts, P Sterckx DTEW-KBI_0725, 1-13, 2007 | 53 | 2007 |
