基于强化协同算法的多目标生产调度模型研究

Research on Production Scheduling Based on Multi-objective Collaborative Optimization Algorithm

针对流程工业生产调度具有复杂性、多约束性和多目标性难以优化的特点,提出了一种新型强化协同优化算法(NCO),并将该算法应用于求解多目标优化问题,提出了基于NCO算法的多目标协同优化方法(MONCO)。研究表明,MONCO算法应用于车间调度问题,不仅可以优化生产工序,还能减少迭代次数,提高计算效率。

In view of the complexity,multi-constraint and multi-objective characteristics of production scheduling in process industry,an enhanced collaborative optimization algorithm(NCO)is proposed,which is applied to solve multi-objective optimization problems,and a multi-objective collaborative optimization method(MONCO)based on NCO is proposed.The simulation results show that MONCO algorithm can not only optimize the effect,but also reduce the number of iterations and improve the computational efficiency.