• 综合
  • 标题
  • 关键词
  • 摘要
  • 学者
  • 期刊-刊名
  • 期刊-ISSN
  • 会议名称
搜索

作者:

Wang, Wei (Wang, Wei.) (学者:王伟) | Su, Jing-Yu (Su, Jing-Yu.) (学者:苏经宇) | Ma, Dong-Hui (Ma, Dong-Hui.) (学者:马东辉) | Guo, Xiao-Dong (Guo, Xiao-Dong.) | Wang, Zhi-Tao (Wang, Zhi-Tao.)

收录:

EI Scopus PKU CSCD

摘要:

The projection pursuit evaluation model is applied to study the problem of multi-factor evaluation of urban comprehensive disaster-carrying capability. Projection pursuit can project high dimensional data to low dimensional space, and meanwhile particle swarm optimization algorithm is used to optimize its projection direction. Through studying the main characteristics in 1-D space, the key information in the original data can be obtained, which can be used to classify or evaluate urban comprehensive disaster-carrying capability. In addition, with application of this method, the subjectivity of safety factors can also be effectively eliminated. The results of case study show that the analysis results are completely consistent with the actual situation, so the method can construct a characteristic index, and the main impact effects can be analyzed according to the result. The model is qualified with simplicity and can provide a new approach for evaluating urban disaster-carrying capability.

关键词:

Classification (of information) Clustering algorithms Disasters Particle swarm optimization (PSO) Safety factor

作者机构:

  • [ 1 ] [Wang, Wei]Institute of Earthquake Resistance and Disaster Reduction, Beijing University of Technology, Beijing 100124, China
  • [ 2 ] [Su, Jing-Yu]Institute of Earthquake Resistance and Disaster Reduction, Beijing University of Technology, Beijing 100124, China
  • [ 3 ] [Su, Jing-Yu]College of Architecture and Urban Planning, Beijing University of Technology, Beijing 100124, China
  • [ 4 ] [Ma, Dong-Hui]Institute of Earthquake Resistance and Disaster Reduction, Beijing University of Technology, Beijing 100124, China
  • [ 5 ] [Ma, Dong-Hui]College of Architecture and Urban Planning, Beijing University of Technology, Beijing 100124, China
  • [ 6 ] [Guo, Xiao-Dong]Institute of Earthquake Resistance and Disaster Reduction, Beijing University of Technology, Beijing 100124, China
  • [ 7 ] [Guo, Xiao-Dong]College of Architecture and Urban Planning, Beijing University of Technology, Beijing 100124, China
  • [ 8 ] [Wang, Zhi-Tao]Institute of Earthquake Resistance and Disaster Reduction, Beijing University of Technology, Beijing 100124, China
  • [ 9 ] [Wang, Zhi-Tao]College of Architecture and Urban Planning, Beijing University of Technology, Beijing 100124, China

通讯作者信息:

电子邮件地址:

查看成果更多字段

相关关键词:

相关文章:

来源 :

Journal of Beijing University of Technology

ISSN: 0254-0037

年份: 2012

期: 8

卷: 38

页码: 1174-1179

被引次数:

WoS核心集被引频次: 0

SCOPUS被引频次:

ESI高被引论文在榜: 0 展开所有

万方被引频次:

中文被引频次:

近30日浏览量: 2

在线人数/总访问数:6826/2953372
地址:北京工业大学图书馆(北京市朝阳区平乐园100号 邮编:100124) 联系我们:010-67392185
版权所有:北京工业大学图书馆 站点建设与维护:北京爱琴海乐之技术有限公司