Consensus-based algorithm for distributed convex optimization

نویسندگانE. Nazemorroaya, M. Shafieirad and M. Majidi
همایش4th International Conference on Computational Algebra, Computational Number Theory and Applications,CACNA2023
تاریخ برگزاری همایش2023
محل برگزاری همایش1 - کاشان
ارائه به نام دانشگاهدانشگاه کاشان
نوع ارائهسخنرانی
سطح همایشبین المللی

چکیده مقاله

In this paper, the distributed convex optimization problem is investigated. A consensusbased 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.

لینک ثابت مقاله

کلید واژه ها: distributed convex optimization, consensus, gradient descent method