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ORCIDRobert N. Boute
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2020 – today
- 2024
[j35]Nathalie Vanvuchelen, Kim De Boeck
, Robert N. Boute:
Cluster-based lateral transshipments for the Zambian health supply chain. Eur. J. Oper. Res. 313(1): 373-386 (2024)- [j34]Hannah Yee, Heletjé E. van Staden, Robert N. Boute:
Dual sourcing under non-stationary demand and partial observability. Eur. J. Oper. Res. 314(1): 94-110 (2024) - [j33]Arnoud P. Wellens, Robert N. Boute, Maximiliano Udenio:
Simplifying tree-based methods for retail sales forecasting with explanatory variables. Eur. J. Oper. Res. 314(2): 523-539 (2024) - [j32]Koen W. De Bock, Kristof Coussement, Arno De Caigny, Roman Slowinski, Bart Baesens, Robert N. Boute, Tsan-Ming Choi, Dursun Delen, Mathias Kraus, Stefan Lessmann, Sebastián Maldonado, David Martens, María Óskarsdóttir, Carla Vairetti, Wouter Verbeke, Richard Weber:
Explainable AI for Operational Research: A defining framework, methods, applications, and a research agenda. Eur. J. Oper. Res. 317(2): 249-272 (2024) - [j31]Joost F. van der Haar, Arnoud P. Wellens, Robert N. Boute, Rob J. I. Basten:
Supervised learning for integrated forecasting and inventory control. Eur. J. Oper. Res. 319(2): 573-586 (2024) - 2023
- [j30]Laurens Deprez, Katrien Antonio, Robert N. Boute:
Empirical risk assessment of maintenance costs under full-service contracts. Eur. J. Oper. Res. 304(2): 476-493 (2023) - [j29]Sergio Barbarino, Robert N. Boute:
Game - How to Share the Gains of Collaboration? INFORMS Trans. Educ. 23(2): 57-63 (2023) - [j28]Laurens Deprez, Katrien Antonio, Joachim J. Arts, Robert N. Boute:
Data-driven preventive maintenance for a heterogeneous machine portfolio. Oper. Res. Lett. 51(2): 163-170 (2023) - 2022
- [j27]Robert N. Boute, Joren Gijsbrechts, Willem van Jaarsveld, Nathalie Vanvuchelen:
Deep reinforcement learning for inventory control: A roadmap. Eur. J. Oper. Res. 298(2): 401-412 (2022) - [j26]Bram J. De Moor, Joren Gijsbrechts, Robert N. Boute:
Reward shaping to improve the performance of deep reinforcement learning in perishable inventory management. Eur. J. Oper. Res. 301(2): 535-545 (2022) - [j25]Heletjé E. van Staden, Laurens Deprez, Robert N. Boute:
A dynamic "predict, then optimize" preventive maintenance approach using operational intervention data. Eur. J. Oper. Res. 302(3): 1079-1096 (2022) - [j24]Stefan Creemers, Robert N. Boute:
The joint replenishment problem: Optimal policy and exact evaluation method. Eur. J. Oper. Res. 302(3): 1175-1188 (2022) - [j23]Robert N. Boute, Stephen M. Disney, Joren Gijsbrechts, Jan A. Van Mieghem:
Dual Sourcing and Smoothing Under Nonstationary Demand Time Series: Reshoring with SpeedFactories. Manag. Sci. 68(2): 1039-1057 (2022) - [j22]Joren Gijsbrechts, Robert N. Boute, Jan A. Van Mieghem, Dennis J. Zhang:
Can Deep Reinforcement Learning Improve Inventory Management? Performance on Lost Sales, Dual-Sourcing, and Multi-Echelon Problems. Manuf. Serv. Oper. Manag. 24(3): 1349-1368 (2022) - [i1]Toon Vanderschueren, Robert N. Boute, Tim Verdonck, Bart Baesens, Wouter Verbeke:
Prescriptive maintenance with causal machine learning. CoRR abs/2206.01562 (2022) - 2021
- [j21]Hannah Yee, Joren Gijsbrechts, Robert N. Boute:
Synchromodal transportation planning using travel time information. Comput. Ind. 125: 103367 (2021) - [j20]Laurens Deprez, Katrien Antonio, Robert N. Boute:
Pricing service maintenance contracts using predictive analytics. Eur. J. Oper. Res. 290(2): 530-545 (2021) - [j19]Heletjé E. van Staden, Robert N. Boute:
The effect of multi-sensor data on condition-based maintenance policies. Eur. J. Oper. Res. 290(2): 585-600 (2021) - [j18]Maud Van den Broeke, Bart Devoldere, Stefan Creemers, Robert N. Boute:
Product platform replacement: impact of performance objectives, innovation speed, and competition. Int. J. Technol. Manag. 85(1): 21-41 (2021) - 2020
- [j17]Nathalie Vanvuchelen, Joren Gijsbrechts, Robert N. Boute:
Use of Proximal Policy Optimization for the Joint Replenishment Problem. Comput. Ind. 119: 103239 (2020) - [j16]Chuanwen Dong, Robert N. Boute:
Game - The Beer Transportation Game: How to Decarbonize Logistics by Moving Freight to Sustainable Transport Modes. INFORMS Trans. Educ. 20(2): 102-112 (2020)
2010 – 2019
- 2019
- [j15]Hamed Jalali, Raïsa Carmen, Inneke Van Nieuwenhuyse, Robert N. Boute:
Quality and pricing decisions in production/inventory systems. Eur. J. Oper. Res. 272(1): 195-206 (2019) - [j14]Tim Hellemans, Robert N. Boute, Benny Van Houdt:
Analysis of lead time correlation under a base-stock policy. Eur. J. Oper. Res. 276(2): 519-535 (2019) - 2018
- [j13]Joeri Poppe, Robert N. Boute, Marc R. Lambrecht:
A hybrid condition-based maintenance policy for continuously monitored components with two degradation thresholds. Eur. J. Oper. Res. 268(2): 515-532 (2018) - [j12]Maud Van den Broeke, Robert N. Boute, Jan A. Van Mieghem:
Platform flexibility strategies: R&D investment versus production customization tradeoff. Eur. J. Oper. Res. 270(2): 475-486 (2018) - [j11]Robert N. Boute, Maud Van den Broeke, Kristof A. Deneire:
Barco Implements Platform-Based Product Development in Its Healthcare Division. Interfaces 48(1): 35-44 (2018) - 2017
- [j10]Maud Van den Broeke, Robert N. Boute, Brecht Cardoen, Amir-Behzad Samii:
An efficient solution method to design the cost-minimizing platform portfolio. Eur. J. Oper. Res. 259(1): 236-250 (2017) - [j9]Silvia Valeria Padilla Tinoco, Stefan Creemers, Robert N. Boute:
Collaborative shipping under different cost-sharing agreements. Eur. J. Oper. Res. 263(3): 827-837 (2017) - [j8]Stefan Creemers, Gert Woumans, Robert N. Boute, Jeroen Beliën:
Tri-Vizor Uses an Efficient Algorithm to Identify Collaborative Shipping Opportunities. Interfaces 47(3): 244-259 (2017) - [j7]Joeri Poppe, Rob J. I. Basten, Robert N. Boute, Marc R. Lambrecht:
Numerical study of inventory management under various maintenance policies. Reliab. Eng. Syst. Saf. 168: 262-273 (2017) - 2016
- [c1]Silvia Valeria Padilla Tinoco, Eirini Spiliotopoulou, Robert N. Boute:
Collaborative Shipping Under Information Distortion. ILS 2016: 125-137 - 2015
- [j6]Robert N. Boute, Jan A. Van Mieghem:
Global Dual Sourcing and Order Smoothing: The Impact of Capacity and Lead Times. Manag. Sci. 61(9): 2080-2099 (2015) - 2014
- [j5]Robert N. Boute, Stephen M. Disney, Marc Lambrecht, Benny Van Houdt:
Coordinating lead times and safety stocks under autocorrelated demand. Eur. J. Oper. Res. 232(1): 52-63 (2014) - [j4]Ann M. Noblesse, Robert N. Boute, Marc Lambrecht, Benny Van Houdt:
Characterizing order processes of continuous review (s, S) and (r, nQ) policies. Eur. J. Oper. Res. 236(2): 534-547 (2014)
2000 – 2009
- 2009
- [j3]Robert N. Boute, Marc Lambrecht:
Exploring the Bullwhip Effect by Means of Spreadsheet Simulation. INFORMS Trans. Educ. 10(1): 1-9 (2009) - 2007
- [j2]Robert N. Boute:
Impact of replenishment rules with endogenous lead times on supply chain performance. 4OR 5(3): 261-264 (2007) - [j1]Robert N. Boute, Stephen M. Disney, Marc Lambrecht, Benny Van Houdt:
An integrated production and inventory model to dampen upstream demand variability in the supply chain. Eur. J. Oper. Res. 178(1): 121-142 (2007)
Coauthor Index
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