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Demarcation of potential seismic sources on integration of genetic algorithm and BP algorithm

周庆 叶洪

地震学报(英文版)2002,Vol.15Issue(6):677-682,6.
地震学报(英文版)2002,Vol.15Issue(6):677-682,6.

Demarcation of potential seismic sources on integration of genetic algorithm and BP algorithm

Demarcation of potential seismic sources on integration of genetic algorithm and BP algorithm

周庆 1叶洪1

作者信息

  • 1. Institute of Geology, China Seismological Bureau, Beijing 100029, China
  • 折叠

摘要

Abstract

In this paper potential seismic sources in coastal region of South China are identified by integration of genetic algorithm (GA) and back propagation (BP algorithm). GA is used for finding the best parameter combination rapidly in an infinite solution space for artificial neural networks (ANN). The results show that the distribution of potential seismic sources with different upper magnitude demarcated by this classifier is mostly satisfied the intrinsic relationship between seismic environment and earthquake occurrence, with less effect from subjective judgment of human being.

关键词

genetic algorithm/BP algorithm/potential seismic sources

Key words

genetic algorithm/BP algorithm/potential seismic sources

分类

天文与地球科学

引用本文复制引用

周庆,叶洪..Demarcation of potential seismic sources on integration of genetic algorithm and BP algorithm[J].地震学报(英文版),2002,15(6):677-682,6.

地震学报(英文版)

1000-9116

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