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A globally convergent gradient-like method based on the Armijo line search.

Authors :
Kamandi, Ahmad
Amini, Keyvan
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