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Spectral Three-Term Constrained Conjugate Gradient Algorithm for Function Minimizations
Joint Authors
Ahmed, Huda I.
Al-Kawaz, Rana Z.
Al-Bayati, Abbas Y.
Source
Journal of Applied Mathematics
Issue
Vol. 2019, Issue 2019 (31 Dec. 2019), pp.1-6, 6 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2019-12-25
Country of Publication
Egypt
No. of Pages
6
Main Subjects
Abstract EN
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.
American Psychological Association (APA)
Ahmed, Huda I.& Al-Kawaz, Rana Z.& Al-Bayati, Abbas Y.. 2019. Spectral Three-Term Constrained Conjugate Gradient Algorithm for Function Minimizations. Journal of Applied Mathematics،Vol. 2019, no. 2019, pp.1-6.
https://search.emarefa.net/detail/BIM-1168906
Modern Language Association (MLA)
Ahmed, Huda I.…[et al.]. Spectral Three-Term Constrained Conjugate Gradient Algorithm for Function Minimizations. Journal of Applied Mathematics No. 2019 (2019), pp.1-6.
https://search.emarefa.net/detail/BIM-1168906
American Medical Association (AMA)
Ahmed, Huda I.& Al-Kawaz, Rana Z.& Al-Bayati, Abbas Y.. Spectral Three-Term Constrained Conjugate Gradient Algorithm for Function Minimizations. Journal of Applied Mathematics. 2019. Vol. 2019, no. 2019, pp.1-6.
https://search.emarefa.net/detail/BIM-1168906
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1168906