Subgradient algorithm was used to update the Lagrange multiplier.Through iteration optimization, the collaborative production planning was realized and the nearest optimal solution was achieved.

• 运用次梯度算法对拉格朗日因子进行更新，通过反复迭代的优化过程实现生产计划协同。