节点文献
库存管理模拟Multi-Agent建模方法研究
Study on the Multi-Agent-based Modeling Methodology for Inventory Management Simulation
【Author】 JIA Hong-yu, CHEN Yan, HU Song-yun, WANG Bei-bei (Economics & Management College, Dalian Maritime University, Dalian 116026, China)
【机构】 大连海事大学经济与管理学院;
【摘要】 针对物流库存管理决策问题,把客户满意度作为考核系统效率的关键指标之一,研究库存系统中的出入库量、服务水平、库存规则以及各种成本等要素之间的关系,提出一种基于多智能体的系统模拟建模方法。建立库存管理模拟Multi-Agent系统,模拟运行结果可以给出库存补进建议,帮助管理人员进行决策。研究了一个应用实例,利用具体历史数据对建模方法和模型进行了验证和分析。
【Abstract】 This research focused on the issues of logistic inventory management decision problems. Taking CSI (Customer Satisfaction Index) as one of the key system efficiency indexes, the relationships between inbound-quantity , outbound-quantity, service level index, control rules and costs were studied, and a Multi-Agent-based modeling methodology for system simulation was proposed. A Multi-Agent system of inventory management simulation was developed. The output of this system could generate inventory replenishment suggestions to support inventory managers in making decisions. A case was studied and the simulation model was validated by historic data.
【Key words】 simulation modeling; Multi-Agent; inventory management; customer satisfaction index;
- 【会议录名称】 中国系统仿真学会第五次全国会员代表大会暨2006年全国学术年会论文集
- 【会议名称】中国系统仿真学会第五次全国会员代表大会暨2006年全国学术年会
- 【会议时间】2006-08
- 【会议地点】中国黑龙江哈尔滨
- 【分类号】TP391.9
- 【主办单位】中国系统仿真学会