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Spectralconjugate Gradient Method with Inexact Line Search

MA Mingjuan1,2, DENG Jian1, HUANG Qingdao1, SUN Yao1   

  1. 1. College of Mathematics, Jilin University, Changchun 130012, China;2. Department of Foundation, Aviation University of Air Force, Changchun 130022, China
  • Received:2008-06-03 Revised:1900-01-01 Online:2009-03-26 Published:2009-03-26
  • Contact: HUANG Qingdao

Abstract: On the basis of combining the advandage of spectralgradient method, a spectralconjugate gradient method for the global optimization is presented. This method can avoid the difficult caused by exact line search. The proof of the convergence of the proposed method is given. Numerical experiments show that the method is efficient and feasible.

Key words: unconstraint optimization, spectralgradient, conjugate, inexact line search

CLC Number: 

  • O221