Several Modified DY Conjugate Gradient Methods
CHEN En
Abstract:Conjugate gradient method is a very useful method for solving unconstrained optimization prob-lems,especially for solving large-scale problems.The classical DY method can guarantee the descent and global convergence under the Wolfe line search.This paper presents four modified DY methods:Two search methods have the descent property and global convergence in the Wolfe line;the other two methods satisfy the sufficient descent without depending on the line search and have global convergence under the Wolfe line search.
Keywords:unconstrained optimizationconjugate gradient methodWolfe line searchglobal convergence
Publication Date:2018-01-01
Online Publishing Date:2025-08-15(First online date of this platform, not the publication date of the document)
Pages:3( 169-171 )