Expertises
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Computer Science
- Markov Decision Process
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Publicaties
2024
Enhancing pharmaceutical cold supply chain: integrating medication synchronization and diverse delivery modes (2024)International transactions in operational research (E-pub ahead of print/First online). Potters, E., Mosalla Nezhad, B., Bernard, V. J., Hans, E. & Asadi, A.https://doi.org/10.1111/itor.13589Green AI in the Finance Industry: Exploring the Impact of Feature Engineering on the Accuracy and Computational Time of Machine Learning Models (2024)Applied Soft Computing, 167. Article 112343. Machado, M., Asadi, A., William R. de Souza, R. & Ugulino, W.https://doi.org/10.1016/j.asoc.2024.112343Cost-effectiveness Analysis of Colorectal Cancer Screening Strategies Using Active Learning and Monte Carlo Simulation (2024)Medical decision making, 44(5), 554-571. Fouladi, A., Asadi, A., Sherer, E. A. & Madadi, M.https://doi.org/10.1177/0272989X241258224A CRISP-DM-based Methodology for Assessing Agent-based Simulation Models using Process Mining (2024)[Working paper › Preprint]. ArXiv.org. Bemthuis, R. H., Govers, R. R. & Asadi, A.https://doi.org/10.48550/arXiv.2404.01114
2022
A Markov decision process approach for managing medical drone deliveries (2022)Expert systems with applications, 204. Article 117490. Asadi, A., Pinkley, S. N. & Mes, M.https://doi.org/10.1016/j.eswa.2022.117490A Monotone Approximate Dynamic Programming Approach for the Stochastic Scheduling, Allocation, and Inventory Replenishment Problem: Applications to Drone and Electric Vehicle Battery Swap Stations (2022)Transportation science, 56(4), 1085-1110. Asadi, A. & Pinkley, S. N.https://doi.org/10.1287/trsc.2021.1108
2021
Drones for Medical Delivery Considering Different Demands Classes: A Markov Decision Process Approach for Managing Health Centers Dispatching Medical Products (2021)[Working paper › Preprint]. Asadi, A. & Pinkley, S. N.A stochastic scheduling, allocation, and inventory replenishment problem for battery swap stations (2021)Transportation research. Part E: Logistics and transportation review, 146. Article 102212. Asadi, A. & Nurre Pinkley, S.https://doi.org/10.1016/j.tre.2020.102212A hybrid agent-based simulation and optimization approach for statewide truck parking capacity expansion (2021)Procedia computer science, 184, 33-41. Mahmud, S., Asadi, A., LaCrue, A. R., Akter, T., Hernandez, S. & Pinkley, S. N.https://doi.org/10.1016/j.procs.2021.03.015
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