现代电子技术2017,Vol.40Issue(8):49-52,56,5.DOI:10.16652/j.issn.1004-373x.2017.08.015
基于数据挖掘技术的大型应急物资调度系统的设计与实现
Design and implementation of large emergency supply dispatching system based on data mining technology
摘要
Abstract
The existing emergency supply scheduling system has low scheduling efficiency,and is easy to fall into local op-timal solution in the process of large material dispatching. Therefore,a large-scale emergency supply dispatching system based on data mining technology was designed. The structure emergency supplies scheduling system was designed,which is composed of emergency supply dispatching command station,emergency supply nodes and information system. The flow process of emer-gency supply dispatching system,implementation process of data mining and application of data mining technology in the large-scale emergency supply dispatching system are analyzed. The dynamic rolling emergency resource allocation model and service code of data mining algorithm are adopted in the system to achieve effective dispatching of emergency supplies. The experimen-tal results indicate that the total costs and total operation cost of the designed emergency system are low,and the system has the high dispatching precision and high convergence speed.关键词
数据挖掘/大型应急物资/应急物资调度/资源配置模型Key words
data mining/large emergency supply/emergency supply dispatching/resource allocation model分类
信息技术与安全科学引用本文复制引用
谢红..基于数据挖掘技术的大型应急物资调度系统的设计与实现[J].现代电子技术,2017,40(8):49-52,56,5.基金项目
国家自然科学基金(11421393) (11421393)