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Evaluation method of flood disaster loss based on genetic algorithm of changeable structure

  • Juliang Jin*
  • , Yuliang Zhou
  • , Yi Ming Wei
  • , Fang Tong
  • *Corresponding author for this work
  • Hefei University of Technology
  • Hohai University
  • CAS - Institutes of Science and Development

Research output: Contribution to journalArticlepeer-review

Abstract

Exact evaluation of flood disaster loss is important in scientific decision-making of reducing the effect of disasters. The difficulty is how to establish a right model for describing complex relation hidden in the input and output data of the evaluation system when the model structure is unknown. So, a new evaluation method based on genetic algorithm of changeable structure is presented. The result shows that a good function expression reflecting the complex relation hidden in system input and output data can be obtained, and the method is of high precision and interpretable physical meaning which can be applied to evaluation systems.

Original languageEnglish
Pages (from-to)333-341
Number of pages9
JournalInternational Journal of Risk Assessment and Management
Volume8
Issue number4
DOIs
Publication statusPublished - Jun 2008
Externally publishedYes

Keywords

  • Evaluation of flood disaster loss
  • Evolutionary modelling
  • Genetic algorithm

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