Reinforcement learning and evolutionary algorithms for non-stationary multi-armed bandit problems. - Dimitris E. Koulouriotis; A. S. Xanthopoulos (Appl. Math. Comput., 2008)

A comparative study of ad hoc techniques and evolutionary methods for multi-armed bandit problems. - Dimitris E. Koulouriotis; A. S. Xanthopoulos (Oper. Res., 2008)

Intelligent controllers for bi-objective dynamic scheduling on a single machine with sequence-dependent setups. - A. S. Xanthopoulos; Dimitris E. Koulouriotis; Vassilios D. Tourassis; Dimitris M. Emiris (Appl. Soft Comput., 2013)

Single-stage Kanban system with deterioration failures and condition-based preventive maintenance. - A. S. Xanthopoulos; Dimitris E. Koulouriotis; Pantelis N. Botsaris (Reliab. Eng. Syst. Saf., 2015)

Adaptive card-based production control policies. - A. S. Xanthopoulos; Dimitris E. Koulouriotis; Antonios Gasteratos (Comput. Ind. Eng., 2017)

A Summary Of Using Reinforcement Learning Strategies For Treating Project And Production Management Problems. - Georgios K. Koulinas; Alexandros Xanthopoulos; Athanasios Kiatipis; Dimitrios E. Koulouriotis (ICDIM, 2018)

Reinforcement Learning-Based and Parametric Production-Maintenance Control Policies for a Deteriorating Manufacturing System. - A. S. Xanthopoulos; Athanasios Kiatipis; Dimitris E. Koulouriotis; Sepp Stieger (IEEE Access, 2018)

Cluster analysis and neural network-based metamodeling of priority rules for dynamic sequencing. - A. S. Xanthopoulos; Dimitris E. Koulouriotis (J. Intell. Manuf., 2018)

Simulation Modeling and Analysis of a Door Industry. - Konstantinos Chronis; Alexandros Xanthopoulos; Dimitrios E. Koulouriotis (Int. J. Oper. Res. Inf. Syst., 2021)

Joint production, inventory rationing, and order admission control of a stochastic manufacturing system with setups. - Stratos Ioannidis; Alexandros Xanthopoulos; Ioannis Sarantis; Dimitrios E. Koulouriotis (Oper. Res., 2021)

Machine learning integrated design and operation management for resilient circular manufacturing systems. - Panagiotis D. Paraschos; Alexandros Xanthopoulos; Georgios K. Koulinas; Dimitrios E. Koulouriotis (Comput. Ind. Eng., 2022)

Coordinating production, inspection and maintenance decisions in a stochastic manufacturing system with deterioration failures. - A. S. Xanthopoulos; Spyros I. Vlastos; Dimitrios E. Koulouriotis (Oper. Res., 2022)

Towards automating stocktaking in warehouses: Challenges, trends, and reliable approaches. - Adamos Daios; Alexandros Xanthopoulos; Dimitrios Folinas; Ioannis Kostavelis (ISM, 2023)

Cloud Usage for Manufacturing: Challenges and Opportunities. - Athanasios Kiatipis; Alexandros Xanthopoulos (ISM, 2023)

Novel Simulation Optimization Approach for Supply Chain Coordination and Management. - Alexandros Xanthopoulos; Ioannis Kostavelis (ISM, 2023)

Improving the operations of an emergency department (ED) using a combined approach of simulation and analytical hierarchical process (AHP). - Vasiliki Amarantou; Dimitrios Chatzoudes; Vassilios Angelidis; Alexandros Xanthopoulos; Prodromos D. Chatzoglou (J. Simulation, 2023)

Manufacturing-as-a-Service: A Systematic Review of the Literature. - Anastasia Karamanli; Alexandros Xanthopoulos; Antonios Gasteratos; Dimitrios E. Koulouriotis (ICSC (1), 2024)

Simulation Modelling of Dynamic Production Scheduling on Parallel Machines with Sequence-Independent Setups. - Anastasia Karamanli; Alexandros Xanthopoulos; Ioannis Kansizoglou; Antonios Gasteratos; Dimitrios E. Koulouriotis (ICSC (1), 2024)

Stochastic modelling and analysis of a deteriorating serial production-inventory network. - Spyros I. Vlastos; A. S. Xanthopoulos; Dimitrios E. Koulouriotis (Int. J. Prod. Res., 2024)