| Authors | Ehsan Nazemorroaya - Mohsen Shafieirad - Mahdi Majidi |
|---|---|
| Conference Title | 4th International Conference on Computational Algebra, Computational Number Theory and Applications (CACNA) |
| Holding Date of Conference | 2023-06-04 |
| Event Place | University of Kashan |
| Page number | 1-4 |
| Presentation | SPEECH |
| Conference Level | International Conferences |
Abstract
In this paper, the distributed convex optimization problem is investigated. A consensus-based algorithm is designed in combination with the gradient descent method. Using the Lyapunov theory, the convergence of this algorithm to the optimal solution is analyzed. In addition to theoretical results, simulation results are presented to state the efficiency of the proposed algorithm.
tags: distributed convex optimization, consensus, gradient descent method