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Syu-Ning Johnn
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Graph reinforcement learning for operator selection in the ALNS metaheuristic
SN Johnn, VA Darvariu, J Handl, J Kalcsics
International Conference on Optimization and Learning, 200-212, 2023
42023
Solving the home service assignment, routing, and appointment scheduling (H-SARA) problem with uncertainties
SN Johnn, Y Zhu, A Miniguano-Trujillo, A Gupte
21st Symposium on Algorithmic Approaches for Transportation Modelling …, 2021
32021
Stochastic programming for an integrated assignment, routing, and scheduling problem
SN Johnn, A Miniguano-Trujillo, Y Zhu, A Gupte, J Kalcsics
22023
A Hybrid Deep Q-Learning/MILP Approach to Fast Online Planning & Rescheduling of Continuous Manufacturing Processes
SN Johnn, V Charitopoulos
2024 AIChE Annual Meeting, 2024
2024
Data-Driven Approaches for the Optimization of Complex Planning and Scheduling Problems in Multi-Product Industries
H Nikkhah, SN Johnn, TSA Meng-Lin, A Shahbazi, Z Aghayev, ...
2024 AIChE Annual Meeting, 2024
2024
A Graph Reinforcement Learning framework for neural Adaptive Large Neighbourhood Search
SN Johnn, VA Darvariu, J Handl, J Kalcsics
Computers & Operations Research, 106791, 2024
2024
Applications and improvements of the adaptive large neighbourhood search
SN Johnn
The University of Edinburgh, 2024
2024
A Reinforcement Learning Framework for Online Batch Process Scheduling
SN Johnn, VM Charitopoulos
Computer Aided Chemical Engineering 53, 1783-1788, 2024
2024
Check for updates GRAPH Reinforcement Learning for Operator Selection in the ALNS Metaheuristic
SN Johnn, VA Darvariu, J Handl, J Kalcsics¹
Optimization and Learning: 6th International Conference, OLA 2023, Malaga …, 2023
2023
The Home Service Assignment, Routing, and Appointment Scheduling (H-SARA) problem with Uncertainties
SN Johnn, Y Zhu, A Miniguano-Trujillo, A Gupte
2021
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