Chinese Quarterly Journal of Mathematics ›› 2004, Vol. 19 ›› Issue (2): 142-145.

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Convergence Analysis on a Class of Nonmonotone Conjugate Gradient Methods without Sufficient Decrease Condition

  

  1. Department of Mathematics, Qingdao University, Qinqdao 266071, China
  • Received:2002-06-13 Online:2004-06-30 Published:2024-03-18
  • About author:DU Shou-qiang(1978-),male,native of Yinan,Shandong,M.S.D.,engages in non-linear pro- gramming;CHEN Yuan-yuan(1978-),female,native of Haiyang,Shandong,M.S.D.,engages in non-linear pro- gramming.
  • Supported by:
     Supported by the National Science Foundation of China(10171055);

Abstract: In [3] Liu et al. investigated global convergence of conjugate gradient methods. In that paper they allowed βκ to be selected in a wider range and the global convergence of the corresponding algorithm without sufficient decrease condition was proved. This paper investigates global convergence of nonmonotone conjugate gradient method under the same conditions.


Key words: nonmonotone conjugate gradient, global convergence, nonmonotone line search 

CLC Number: