MATEC Web of Conferences (Jan 2016)

Research into Financial Position of Listed Companies following Classification via Extreme Learning Machine Based upon DE Optimization

  • Fu Yu,
  • Mu Jiong,
  • Duan Xu Liang

Journal volume & issue
Vol. 44
p. 02093


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By means of the model of extreme learning machine based upon DE optimization, this article particularly centers on the optimization thinking of such a model as well as its application effect in the field of listed company’s financial position classification. It proves that the improved extreme learning machine algorithm based upon DE optimization eclipses the traditional extreme learning machine algorithm following comparison. Meanwhile, this article also intends to introduce certain research thinking concerning extreme learning machine into the economics classification area so as to fulfill the purpose of computerizing the speedy but effective evaluation of massive financial statements of listed companies pertain to different classes