Paper Title:
Improved Support Vector Machine and its Application
  Abstract

According to the complex and uncertain relationships between indexes and grades of flood hazard evaluation, as well as the deficiency of measured samples, an improved support vector machine (SVM) model was established to improve accuracy and efficiency of calculation. The function that comprehensively evaluated indexes of multi-dimensional disaster situation in one-dimensional continuous space could be realized, and effectively solved the incompatible problems of different evaluation results with single index. The results showed that the model based on improved support vector machine had a better ability of generalization and calculation speed by reduce constraint conditions. It is considered to have a good application prospect in multi-index comprehensive evaluation.

  Info
Periodical
Edited by
Qi Luo
Pages
147-153
DOI
10.4028/www.scientific.net/AMM.20-23.147
Citation
Z. W. Huang, J. Z. Zhou, L. X. Song, Y. C. Zhang, "Improved Support Vector Machine and its Application", Applied Mechanics and Materials, Vols. 20-23, pp. 147-153, 2010
Online since
January 2010
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