Paper Title:
A New Intelligent Estimation Model of Material Fatigue Limit
  Abstract

A fuzzy support vector machine kernel regression method of fatigue limit calculating is presented aiming at difficulty of material fatigue limit calculating and disadvantage of the other forecast model. Complicated and strong nonlinear fatigue limit of material is simulated by parameter optimized design and conformation of fuzzy support vector combinative algorithm, fuzzy support vector optimized algorithm has strong ability of nonlinear mapping and functional approach, it avoids availably phenomenon of partial minimum and overfitting, and gains high precision by comparing numerical value of network output with numerical value of experiment.

  Info
Periodical
Advanced Materials Research (Volumes 108-111)
Edited by
Yanwen Wu
Pages
1235-1238
DOI
10.4028/www.scientific.net/AMR.108-111.1235
Citation
Y. Wan, "A New Intelligent Estimation Model of Material Fatigue Limit", Advanced Materials Research, Vols. 108-111, pp. 1235-1238, 2010
Online since
May 2010
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