admm-algorithm

Model-predictive control for microcontrollers, ICRA 2024 Best Paper Award

dlADMM: Deep Learning Optimization via Alternating Direction Method of Multipliers

Accelerating Quadratic Optimization with Reinforcement Learning

Implementations of QP/QCQP solvers using ADMM algorithm

Python routines to compute the Total Variation (TV) of 2D, 3D and 4D images on CPU & GPU. Compatible with proximal algorithms (ADMM, Chambolle & Pock, ...)

A Julia package that solves Linearly Constrained Separable Optimization Problems using ADMM.

[IEEE Access 2023] ADOM: ADMM-Based Optimization Model for Stripe Noise Removal in Remote Sensing Image

This repository contains code and resources for the simulation, algorithm development, and research of Distributed Cell-Free Integrated Sensing and Communication (ISAC) systems in wireless networks.

UTV：A novel dark channel prior guided variational framework for underwater image restoration

Plug-and-Play ADMM scheme based on an adaptive denoiser using the Schroedinger equation's solutions of quantum physics.

Alternating Direction Method of Multipliers for Support Vector Machines

Project to Solve a SVM fitting problem in MATLAB using a consensus distributed ADMM approach and CVX. Two SMW has been trained and tested on different datasets.

A re-implementaion of Professor Stanley Chan's Plug and Play ADMM Paper created for Professor Qi Guo's machine learning class at Purdue University

Software package for (N-1-1) LASCOPF (Look-Ahead Security Constrained Optimal Power Flow) with post-contingency restoration in terms of thermal line limits. Also includes Distributed Deep Reinforcement Learning (DDRL) based decision making and Electricity Market model simulation among prosumers.

An implementation from scratch (no external optimization library) of four MPC families, Linear, Tube, Fast MPC, and Successive Convexification, for autonomous spacecraft rendezvous under Clohessy-Wiltshire dynamics.

This repository includes the codes for the paper: SAPA:Sparse Affine Projection Algorithm in ADMM-LP decoding of LDPC codes

CORDIS: A scalable framework for coordinated resource allocation in distributed cell-free ISAC systems, with reproducible simulations and supporting materials.

Python implementation of optimization methods for inverse problems in imaging.

Alternating Direction Method of Multipliers (ADMM) for distributed budget allocation.

convex optimization