位置:成果数据库 > 期刊 > 期刊详情页
基于GM(1,1|τ,r)模型的城市道路短时交通流预测
  • ISSN号:1009-6744
  • 期刊名称:《交通运输系统工程与信息》
  • 时间:0
  • 分类:TP311.1[自动化与计算机技术—计算机软件与理论;自动化与计算机技术—计算机科学与技术] U262[机械工程—车辆工程;交通运输工程—载运工具运用工程;交通运输工程—道路与铁道工程]
  • 作者机构:[1]School of Science, Wuhan University of Technology, Wuhan 430070, China, [2]School of Economics, Wuhan University of Technology, Wuhan 430070, China
  • 相关基金:This work was supported by the National Natural Science Foundation of China (70971103) and the Specialized Research Fund for the Doctoral Program of Higher Education (20120143110001 ).
中文摘要:

Firstly,the research progress of grey model GM(1,1) is summarized,which is divided into three development stages: assimilation,alienation and melting stages.Then,the matrix analysis theory is used to study the modeling mechanism of GM(1,1),which decomposes the modeling data matrix into raw data transformation matrix,accumulated generating operation matrix and background value selection matrix.The changes of these three matrices are the essential reasons affecting the modeling and the accuracy of GM(1,1).Finally,the paper proposes a generalization grey model GGM(1,1),which is a extended form of GM(1,1) and also a unified form of model GM(1,1),model GM(1,1,α),stage grey model,hopping grey model,generalized accumulated model,strengthening operator model,weakening operator model and unequal interval model.And the theory and practical significance of the extended model is analyzed.

英文摘要:

Firstly, the research progress of grey model GM (1,1) is summarized, which is divided into three development stages: assimilation, alienation and melting stages. Then, the matrix analysis theory is used to study the modeling mechanism of GM (1,1), which decomposes the modeling data matrix into raw data transformation matrix, accumulated generating operation matrix and background value selection matrix. The changes of these three matrices are the essential reasons affecting the modeling and the accuracy of GM (1,1). Finally, the paper proposes a generalization grey model GGM (1,1), which is a extended form of GM (1,1) and also a unified form of model GM (1,1), model GM (1,1,α), stage grey model, hopping grey model, generalized accumulated model, strengthening operator model, weakening operator model and unequal interval model. And the theory and practical significance of the extended model is analyzed.

同期刊论文项目
同项目期刊论文
期刊信息
  • 《交通运输系统工程与信息》
  • 中国科技核心期刊
  • 主管单位:中国科学技术协会
  • 主办单位:中国系统工程学会
  • 主编:毛保华
  • 地址:北京市海淀区西直门外上园村3号北京交通大学机械工程楼D403室
  • 邮编:100044
  • 邮箱:Bhmao2006@bjtu.edu.cn
  • 电话:010-51684836
  • 国际标准刊号:ISSN:1009-6744
  • 国内统一刊号:ISSN:11-4520/U
  • 邮发代号:82-652
  • 获奖情况:
  • 2004年被国家科技部评定为"中国科技核心期刊"
  • 国内外数据库收录:
  • 荷兰文摘与引文数据库,美国工程索引,美国剑桥科学文摘,中国中国科技核心期刊,中国北大核心期刊(2011版),中国北大核心期刊(2014版)
  • 被引量:8131