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الكلمات المفتاحية

Three-Term Conjugate Gradient
Scaling Parameter
Conjugacy Property
Search Directions
Large Dimensions
Wolfe-Powell Line Search

الملخص

In this paper, we investigated a new improved Conjugate  Gradient (CG) algorithm of a Three-Term type (TTCG) based on Dai and Liao procedure to improve the CG algorithm  of (Hamoda, Rivaie, and Mamat / HRM). The new CG-algorithm satisfies both the conjugacy condition and the sufficient descent condition. The step-size of this TTCG-algorithm would be computed by accelerating the Wolfe-Powell line search technique. The proposed new TTCG algorithms have demonstrated their global affinity in certain specific circumstances given in this paper.  
https://doi.org/10.33899/csmj.2020.163504
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