基于人工神经网络的地震经济损失评估

英文篇名：Earthquake economic loss estimation based on the ANN
中文刊名：世界地震工程
英文刊名：World Earthquake Engineering
作者：马亚杰 ; 李永义 ; 韩秀丽
英文作者：MA Ya-jie1 ; 3 LI Yong-yi2 HAN Xu-li1(1.School of Resources and Environment engineering ; Hebei Polytechnic University ; Tangshan 063009 ; China ; 2.Tangshan Radio and Broadcasting University ; Tangshan 063000 ; China ; 3.School of Resources and Safety Engineering ; China University of Mining and Technology ; Beijing 100083 ; China)
中文关键词：地震经济损失 ; 地震经济损失评估指标 ; 人工神经网络
英文关键词：earthquake economic loss ; index for earthquake economic loss estimation ; ANN
出版日期：2007-03-30
机构：河北理工大学资源与环境学院,河北省唐山市广播电视大学,河北理工大学资源与环境学院河北唐山063009,中国矿业大学资源与安全工程学院,北京100083,河北唐山063000,河北唐山063009
年：2007
期：01
出版单位：世界地震工程

摘要

地震经济损失估计是涉及多方面、多级次的复杂指标体系的非线性动力问题。其指标体系的选取以具有代表性、可靠、易获取、易于定量化为原则。应用MATLAB6.5神经网络工具箱,建立了适用于震后经济损失快速评估的三层BP神经网络地震灾害经济评估模型。
The estimation of earthquake economic loss is a non-linear dynamic problem which involves a complex index system representing the impact of several different aspects and several different level factors.Representation,reliability and with ease achieving and quantifing are regarded as the rules of the index choosing.With the ANN toolbox of MATLAB6.5,a three-layer BP network model for earthquake economic loss estimation is built up. This model is applicable to fast estimation of post-quake economic loss.

引文

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