An Efficient Line Search Algorithm for Large Scale Optimization

In this work we present a new algorithm of gradient descent type, in which the stepsize is computed by means of simple approximation of the Hessian Matrix to solve nonlinear unconstrained optimization function. The new proposed algorithm considers a new approximation of the Hessian based on the func...

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Bibliographic Details
Main Authors: Abbas Al-Bayati, Ivan Latif
Format: Article
Language:Arabic
Published: Mosul University 2010-03-01
Series:Al-Rafidain Journal of Computer Sciences and Mathematics
Subjects:
Online Access:https://csmj.mosuljournals.com/article_163845_34bbab485a10e16d0d97efa9611efdb9.pdf