Spectral Three-Term Constrained Conjugate Gradient Algorithm for Function Minimizations

被引:4
|
作者
Ahmed, Huda I. I. [1 ]
Al-Kawaz, Rana Z. Z. [2 ]
Al-Bayati, Abbas Y. Y. [3 ]
机构
[1] Univ Mosul, Coll Comp Sci & Math, Dept Operat Res & Intelligent Tech, Mosul, Iraq
[2] Univ Telafer, Coll Basic Educ, Dept Math, Mosul, Iraq
[3] Univ Telafer, Mosul, Iraq
关键词
CONVERGENCE;
D O I
10.1155/2019/6378368
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
In this work, we tend to deal within the field of the constrained optimization methods of three-term Conjugate Gradient (CG) technique which is primarily based on Dai-Liao (DL) formula. The new proposed technique satisfies the conjugacy property and the descent conditions of Karush-Kuhn-Tucker (K.K.T.). Our planned constrained technique uses the robust Wolfe line search condition with some assumptions. We tend to prove the global convergence property of the new planned technique. Numeral comparisons for (30-thirty) constrained optimization issues make sure the effectiveness of the new planned formula.
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页数:6
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