遗传优化算法在多级联合库存优化求解中的应用

Optimization of the Multi-Levels Storages Based on Genetic Algorithm

对多级联合库存系统建立了数学模型 ,并采用一种变适应度函数的遗传算法进行求解 ,通过算法寻优 ,最终获得模型的满意解。算法对库存级数有很好的伸缩性 ,库存级数的增加不会导致算法的复杂度增加。

It builds the mathematic model of multi-levels storages, presents the optimization process of this model with the dynamic adoption function of genetic algorithm. The process can adjust according to the levels. The result shows that the method is useful for multi-levels storages management.