| Reinforcement learning and evolutionary algorithms for non-stationary multi-armed bandit problems DE Koulouriotis, A Xanthopoulos Applied Mathematics and Computation 196 (2), 913-922, 2008 | 117 | 2008 |
| Reinforcement learning-based and parametric production-maintenance control policies for a deteriorating manufacturing system AS Xanthopoulos, A Kiatipis, DE Koulouriotis, S Stieger IEEE access 6, 576-588, 2017 | 82 | 2017 |
| Simulation optimisation of pull control policies for serial manufacturing lines and assembly manufacturing systems using genetic algorithms DE Koulouriotis, AS Xanthopoulos, VD Tourassis International Journal of Production Research 48 (10), 2887-2912, 2010 | 64 | 2010 |
| Schedule delay risk analysis in construction projects with a simulation-based expert system GK Koulinas, AS Xanthopoulos, TT Tsilipiras, DE Koulouriotis Buildings 10 (8), 134, 2020 | 45 | 2020 |
| Intelligent controllers for bi-objective dynamic scheduling on a single machine with sequence-dependent setups AS Xanthopoulos, DE Koulouriotis, VD Tourassis, DM Emiris Applied Soft Computing 13 (12), 4704-4717, 2013 | 33 | 2013 |
| Single-stage Kanban system with deterioration failures and condition-based preventive maintenance AS Xanthopoulos, DE Koulouriotis, PN Botsaris Reliability engineering & system safety 142, 111-122, 2015 | 30 | 2015 |
| Adaptive card-based production control policies AS Xanthopoulos, DE Koulouriotis, A Gasteratos Computers & Industrial Engineering 103, 131-144, 2017 | 23 | 2017 |
| Multi-objective optimization of production control mechanisms for multi-stage serial manufacturing-inventory systems AS Xanthopoulos, DE Koulouriotis The International Journal of Advanced Manufacturing Technology 74, 1507-1519, 2014 | 23 | 2014 |
| Machine learning integrated design and operation management for resilient circular manufacturing systems PD Paraschos, AS Xanthopoulos, GK Koulinas, DE Koulouriotis Computers & Industrial Engineering 167, 107971, 2022 | 21 | 2022 |
| Efficient priority rules for dynamic sequencing with sequence-dependent setups A Xanthopoulos, D Koulouriotis, A Gasteratos, S Ioannidis International Journal of Industrial Engineering Computations 7 (3), 367-384, 2016 | 19 | 2016 |
| Cluster analysis and neural network-based metamodeling of priority rules for dynamic sequencing AS Xanthopoulos, DE Koulouriotis Journal of Intelligent Manufacturing 29, 69-91, 2018 | 17 | 2018 |
| Reinforcement learning-based adaptive production control of pull manufacturing systems AS Xanthopoulos, G Chnitidis, DE Koulouriotis Journal of Industrial and Production Engineering 36 (5), 313-323, 2019 | 16 | 2019 |
| Risks ranking in a desalination plant construction project with a hybrid AHP, risk matrix, and simulation-based approach GK Koulinas, AS Xanthopoulos, KA Sidas, DE Koulouriotis Water Resources Management 35 (10), 3221-3233, 2021 | 12 | 2021 |
| Optimal adaptive Kanban-type production control AS Xanthopoulos, S Ioannidis, DE Koulouriotis The International Journal of Advanced Manufacturing Technology 97, 2887-2905, 2018 | 12 | 2018 |
| A simulation optimisation tool and its production/inventory control application D Katsios, AS Xanthopoulos, DE Koulouriotis, A Kiatipis International Journal of Simulation Modelling 17 (2), 257-270, 2018 | 11 | 2018 |
| Joint production, inventory rationing, and order admission control of a stochastic manufacturing system with setups S Ioannidis, AS Xanthopoulos, I Sarantis, DE Koulouriotis Operational Research 21, 827-855, 2021 | 9 | 2021 |
| A summary of using reinforcement learning strategies for treating project and production management problems G Koulinas, A Xanthopoulos, A Kiatipis, D Koulouriotis 2018 Thirteenth International Conference on Digital Information Management …, 2018 | 9 | 2018 |
| Improving the operations of an emergency department (ED) using a combined approach of simulation and analytical hierarchical process (AHP) V Amarantou, D Chatzoudes, V Angelidis, A Xanthopoulos, P Chatzoglou Journal of Simulation 17 (2), 193-210, 2023 | 8 | 2023 |
| A multi-agent based framework for vehicle routing in relief delivery systems AS Xanthopoulos, DE Koulouriotis Humanitarian and Relief Logistics: Research Issues, Case Studies and Future …, 2013 | 8 | 2013 |
| Coordinating production, inspection and maintenance decisions in a stochastic manufacturing system with deterioration failures AS Xanthopoulos, S Vlastos, DE Koulouriotis Operational Research 22 (5), 5707-5732, 2022 | 5 | 2022 |
