基于遗传算法的立体仓库货位动态分配优化

Research on dynamic location assignment optimization of stereoscopic warehouse based on genetic algorithm

针对企业仓储管理中货位分配效率低的现状,提出立体仓库货位动态分配优化问题的数学模型和约束条件并对货位分配策略进行了讨论.采用基于遗传算法的权重系数变换法对优化模型进行求解.通过仿真验证了算法的有效性.

According to the current situation of low efficiency location in the warehouse management of companies, this paper proposed the mathematical model and the constraint conditions of optimization of dynamic location assignment of stereoscopic warehouse and discussed on the strategies of location assignment. And adopted weight coefficient transformation based on genetic algorithm to solve the optimization model, verified the effectiveness of algorithm through simulation.