基于改进树搜索方法的库存系统优化

Inventory System Optimization Based on Improved Tree Search Method

摘要:

提出一种算法对库存系统的库存策略进行优化，保障库存系统服务水平达到一定水平的同时最小化库存系统成本.将库存系统优化问题抽象为一个随机优化问题，结合克里金插值和蒙特卡罗树搜索求解这一随机优化问题，提高运算效率.将算法应用于真实算例中取得了很好的效果.

Abstract:

Propose an algorithm to optimize the strategy for an inventory system, minimize the storage cost with constraint of satisfying service level. Abstract the inventory system optimization problem into a stochastic optimization problem, combine Kriging regression and Monte Carlo tree search to solve the stochastic optimization problem efficiently. Apply this method into a real world example and get positive feedback.