New Formula on the Conjugate Gradient Method for Unconstrained Optimization and its Application
In this paper, we have presented a new formula by applying the conjugacy condition for the second-order Taylor expansion. In comparison with classic conjugate gradient methods, the new formula uses both available gradient and function value information. The formula's global convergence findings are described. Numerical results demonstrate that this strategy is effective and its application.
Authors
- Basim A. Hassan (ORCID: https://orcid.org/0000-0003-3510-9818)
- Zeyad M. Abdullah (ORCID: https://orcid.org/0000-0002-7863-1860)
- Ranen M. Sulaiman
Institutions
- University of Mosul (IQ)
- University of Tikrit (IQ)
Publication Details
- Journal
- Iraqi Journal of Science
- Published
- 2024-09-30
- DOI
- https://doi.org/10.24996/ijs.2024.65.9.32
- Primary Topic
- Advanced Optimization Algorithms Research
- Type
- article
- Field-Weighted Citation Impact
- 0.00