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Ilya Jackson
Ilya Jackson
Verified email at mit.edu - Homepage
Title
Cited by
Cited by
Year
A review on reinforcement learning algorithms and applications in supply chain management
B Rolf, I Jackson, M Müller, S Lang, T Reggelin, D Ivanov
International Journal of Production Research 61 (20), 7151-7179, 2023
1192023
Review of inventory control models: a classification based on methods of obtaining optimal control parameters
I Jackson, J Tolujevs, Z Kegenbekov
Transport and Telecommunication Journal 21 (3), 191-202, 2020
472020
Adaptive supply chain: Demand–supply synchronization using deep reinforcement learning
Z Kegenbekov, I Jackson
Algorithms 14 (8), 240, 2021
402021
Digital twin as a decision support tool for airport traffic control
F Saifutdinov, I Jackson, J Tolujevs, T Zmanovska
2020 61st International Scientific Conference on Information Technology and …, 2020
312020
The combination of discrete-event simulation and genetic algorithm for solving the stochastic multi-product inventory optimization problem
I Jackson, J Tolujevs, T Reggelin
Transport and Telecommunication Journal 19 (3), 233-243, 2018
292018
From natural language to simulations: applying AI to automate simulation modelling of logistics systems
I Jackson, M Jesus Saenz, D Ivanov
International Journal of Production Research 62 (4), 1434-1457, 2024
252024
Generative artificial intelligence in supply chain and operations management: a capability-based framework for analysis and implementation
I Jackson, D Ivanov, A Dolgui, J Namdar
International Journal of Production Research, 1-26, 2024
252024
From natural language to simulations: Applying gpt-3 codex to automate simulation modeling of logistics systems
I Jackson, MJ Saenz
arXiv preprint arXiv:2202.12107, 2022
152022
A beautiful shock? Exploring the impact of pandemic shocks on the accuracy of AI forecasting in the beauty care industry
I Jackson, D Ivanov
Transportation Research Part E: Logistics and Transportation Review 180, 103360, 2023
142023
Metamodelling of inventory-control simulations based on a multilayer perceptron
I Jackson, J Tolujevs, S Lang, Z Kegenbekov
Transport and Telecommunication Journal 20 (3), 251-259, 2019
142019
AI-based forecasting for optimised solar energy management and smart grid efficiency
P Bouquet, I Jackson, M Nick, A Kaboli
International Journal of Production Research 62 (13), 4623-4644, 2024
92024
Simulation-Optimisation Approach to Stochastic Inventory Control with Perishability.
I Jackson
Information Technology & Management Science (RTU Publishing House) 22, 2019
92019
Synchromodal Supply Chains for Fast-Moving Consumer Goods
I Jackson, MJ Saenz, Y Li, MSR Moreno
Applied Sciences 13 (5), 3119, 2023
72023
Unsupervised Learning-Based Stock Keeping Units Segmentation
I Jackson, A Avdeikins, J Tolujevs
Reliability and Statistics in Transportation and Communication: Selected …, 2019
72019
Neuroevolutionary approach to metamodeling of production-inventory systems with lost-sales and markovian demand
I Jackson
Reliability and Statistics in Transportation and Communication: Selected …, 2020
62020
Automl approach to stock keeping units segmentation
I Jackson
Journal of Theoretical and Applied Electronic Commerce Research 17 (4), 1512 …, 2022
52022
The Discrete-Event Approach to Simulate Stochastic Multi-Product (r, Q) Inventory Control Systems
I Jackson, J Tolujevs
Information Modelling and Knowledge Bases XXX, 32-38, 2019
52019
Automl approach to classification of candidate solutions for simulation models of logistic systems
I Jackson, JC Velazquez-Martinez
2021 Winter Simulation Conference (WSC), 1-12, 2021
42021
Dynamic model of the passenger flow on Rail Baltica
J Tolujew, I Yatskiv, I Jackson, T Reggelin
2018 Winter Simulation Conference (WSC), 3096-3107, 2018
42018
An emulation oriented method and tool for test of ground traffic control systems at airports
F Saifutdinov, I Jackson, J Tolujevs
Aviation 26 (2), 104–111-104–111, 2022
32022
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