From 7fcec6e3a7a957d368abacc268cba11c8057c538 Mon Sep 17 00:00:00 2001 From: Raunak Shah Date: Tue, 11 May 2021 19:15:58 +0530 Subject: [PATCH] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 6163a36..eb7b970 100644 --- a/README.md +++ b/README.md @@ -1,5 +1,5 @@ ## ADMM -This repository contains code that implements ADMM in Python 3 (alternating direction method of multipliers), AMA (alternating minimization algorithm), and their faster variants as outlined in the paper "Fast Alternating Direction Optimization Methods" (Goldstein et. al, 2014) +This repository contains code that implements ADMM in Python 3 (alternating direction method of multipliers), AMA (alternating minimization algorithm), and their faster variants to optimize a linearly constrained quadratic program as outlined in the paper "Fast Alternating Direction Optimization Methods" (Goldstein et. al, 2014) There is a report attached that contains several theoretical proofs, simulation results, and analysis of the algorithm by taking inspiration from the paper above. It also discusses other related ideas. This work was done as part of the course "Convex Optimization" at IIT Kanpur.