- Restarted Primal-Dual Hybrid Conjugate Gradient Method for Large-Scale Quadratic Programming [Paper] [Datasets] [Python] [Julia]
PDHCG is a first order method designed for large-scaled quadratic programming problems with linear contraints, including CPU version and GPU accelerated version. - Solving Integrated Process Planning and Scheduling Problem via Graph Neural Network Based Deep Reinforcement Learning [Paper] [Code]
IPPS-DRL aims to using DRL to solving Integrated Process Planning and Scheduling Problem, which fits the actual manufacturing and is more complex than other job-scheduling problems.