![](/images/graphics-bg.png)
A new spectral conjugate gradient method for solving unconstrained optimization problems
Joint Authors
Ways, Usamah M. T.
Abu, Khalil A.
Salih, Ibrahim A.
Source
College of Basic Education Researches Journal
Issue
Vol. 18, Issue 3 (30 Sep. 2022), pp.779-788, 10 p.
Publisher
University of Mosul College of Basic Education
Publication Date
2022-09-30
Country of Publication
Iraq
No. of Pages
10
Main Subjects
Information Technology and Computer Science
Abstract EN
The spectral conjugate gradient methods are fascinating, and it has been shown that they are useful for strictly convex quadratic reduction when used properly.
to handle large scale unconstrained optimization issues, a novel spectral conjugate gradient approach is suggested in this study.
we devise a new methodology for determining the spectral and conjugate parameters, motivated by the benefits of the approximate optimum step size strategy utilized in the gradient method.
additionally, the new search direction meets the spectral property as well as the sufficient descent criterion.
the presented method's global convergence is established under a set of appropriate assumptions.
American Psychological Association (APA)
Ways, Usamah M. T.& Abu, Khalil A.& Salih, Ibrahim A.. 2022. A new spectral conjugate gradient method for solving unconstrained optimization problems. College of Basic Education Researches Journal،Vol. 18, no. 3, pp.779-788.
https://search.emarefa.net/detail/BIM-1493387
Modern Language Association (MLA)
Ways, Usamah M. T.…[et al.]. A new spectral conjugate gradient method for solving unconstrained optimization problems. College of Basic Education Researches Journal Vol. 18, no. 3 (2022), pp.779-788.
https://search.emarefa.net/detail/BIM-1493387
American Medical Association (AMA)
Ways, Usamah M. T.& Abu, Khalil A.& Salih, Ibrahim A.. A new spectral conjugate gradient method for solving unconstrained optimization problems. College of Basic Education Researches Journal. 2022. Vol. 18, no. 3, pp.779-788.
https://search.emarefa.net/detail/BIM-1493387
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 787-788
Record ID
BIM-1493387