عنوان المقالة: Spectral Three-Term Constrained Conjugate Gradient Algorithm for Function Minimizations
رنا زيدان يونس الكواز | Rana Z. Al-Kawaz | 4547
Publication Type
Journal
Arabic Authors
English Authors
Huda I. Ahmed, Rana Z. Al-Kawaz, Abbas Y. Al-Bayati
Abstract
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.
Publication Date
12/25/2019
Publisher
Journal of Applied Mathematics
Volume No
2019
Issue No
ISSN/ISBN
1687-0042
DOI
10.1155/2019/6378368
External Link
https://downloads.hindawi.com/journals/jam/2019/6378368.pdf
Keywords
constrained optimization methods; Conjugate Gradient; Dai–Liao; conjugacy property; Karush–Kuhn–Tucker; global convergence
رجوع