A review of reinforcement learning based hyper-heuristics

C Li, X Wei, J Wang, S Wang, S Zhang - PeerJ Computer Science, 2024 - peerj.com
The reinforcement learning based hyper-heuristics (RL-HH) is a popular trend in the field of
optimization. RL-HH combines the global search ability of hyper-heuristics (HH) with the …

Research of Tugboat Scheduling Optimization Based on Q-Learning and Genetic Algorithm

X Zong, L Zhang, G Liu, Z Geng… - 2023 IEEE 11th Joint …, 2023 - ieeexplore.ieee.org
Tugboat scheduling plays a crucial role in modern ports, as it directly affects the arrival and
departure of vessels. This study focuses on optimizing tugboat scheduling in multi-berth …