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A globally convergent gradient-like method based on the Armijo line search.
- Source :
- Journal of Mathematical Modeling (JMM); Autumn2021, Vol. 9 Issue 4, p665-676, 12p
- Publication Year :
- 2021
-
Abstract
- In this paper, a new conjugate gradient-like algorithm is proposed to solve uncon-strained optimization problems. The step directions generated by the new algorithm satisfy sufficient descent condition independent of the line search. The global convergence of the new algorithm, with the Armijo backtracking line search, is proved. Numerical experiments indicate the efficiency and robustness of the new algorithm. [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- ISSN :
- 2345394X
- Volume :
- 9
- Issue :
- 4
- Database :
- Complementary Index
- Journal :
- Journal of Mathematical Modeling (JMM)
- Publication Type :
- Academic Journal
- Accession number :
- 153197182
- Full Text :
- https://doi.org/10.22124/jmm.2021.18854.1612