Abstract
In this article, we proposed two Conjugate Gradient (CG) parameters using the modified Dai-Liao condition and the descent three-term CG search direction. Both parameters are incorporated with the projection technique for solving large-scale monotone nonlinear equations. Using the Lipschitz and monotone assumptions, the global convergence of methods has been proved. Finally, numerical results are provided to illustrate the robustness of the proposed methods.
| Original language | English |
|---|---|
| Pages (from-to) | S1113-S1127 |
| Journal | RAIRO - Operations Research |
| Volume | 55 |
| DOIs | |
| State | Published - 2021 |
| Externally published | Yes |
Bibliographical note
Publisher Copyright:© EDP Sciences, ROADEF, SMAI 2021.
Keywords
- Conjugacy condition
- Descent condition
- Monotone equations
- Three-term conjugate gradient method
ASJC Scopus subject areas
- Theoretical Computer Science
- Computer Science Applications
- Management Science and Operations Research