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Author:

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

Indexed by:

EI Scopus PKU CSCD

Abstract:

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.

Keyword:

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

Author Community:

  • [ 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

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Source :

Journal of Beijing University of Technology

ISSN: 0254-0037

Year: 2012

Issue: 8

Volume: 38

Page: 1174-1179

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 3

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