Learning Topological Representations with Bidirectional Graph Attention Network for Solving Job Shop Scheduling Problem

Cong Zhang, Zhiguang Cao, Yaoxin Wu +2

Existing learning-based methods for solving job shop scheduling problems (JSSP) usually use off-the-shelf GNN models tailored to undirected graphs and neglect the rich and meaningf…