Tianlong Su

Steel plate allocation via heuristic-guided reinforcement learning

Order allocation in steel manufacturing constitutes a large-scale NP-hard combinatorial optimization problem. The task assigns heterogeneous subplates to motherplates to minimize material waste, directly influencing production cost. Existing approaches rely on simplified assumptions or predefined cutting patterns, whic...