Cover Image

Solving Quadratic Programs via Deep Unrolled Douglas-Rachford Splitting

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Xiong, Jinxin, Gao, Xi, Yang, Linxin, Xue, Jiang, Luo, Xiaodong, Wang, Akang
Format:	Preprint
Published:	2025
Subjects:	Optimization and Control
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

A Learning-Based Inexact ADMM for Solving Quadratic Programs
by: Gao, Xi, et al.
Published: (2025)

An Efficient Unsupervised Framework for Convex Quadratic Programs via Deep Unrolling
by: Yang, Linxin, et al.
Published: (2024)

IPM-LSTM: A Learning-Based Interior Point Method for Solving Nonlinear Programs
by: Gao, Xi, et al.
Published: (2024)

Extending Douglas-Rachford Splitting for Convex Optimization
by: Nilsson, Max, et al.
Published: (2025)

Bregman Douglas-Rachford Splitting Method
by: Ma, Shiqian, et al.
Published: (2025)

A Douglas-Rachford Splitting Method for Solving Monotone Variational Inequalities in Linear-quadratic Dynamic Games
by: Baghbadorani, Reza Rahimi, et al.
Published: (2025)

Relax-and-Cut for Temporal SCUC Decomposition
by: Xiong, Jinxin, et al.
Published: (2025)

Successive Fixing for Large-Scale SCUC Using First-Order Methods
by: Xiong, Jinxin, et al.
Published: (2025)

PDHG-Unrolled Learning-to-Optimize Method for Large-Scale Linear Programming
by: Li, Bingheng, et al.
Published: (2024)

On Representing Convex Quadratically Constrained Quadratic Programs via Graph Neural Networks
by: Wu, Chenyang, et al.
Published: (2024)

On the convergence rate of the Douglas-Rachford splitting algorithm
by: Abbaszadehpeivasti, Hadi, et al.
Published: (2025)

SymILO: A Symmetry-Aware Learning Framework for Integer Linear Optimization
by: Chen, Qian, et al.
Published: (2024)

Douglas--Rachford for multioperator comonotone inclusions with applications to multiblock optimization
by: Alcantara, Jan Harold, et al.
Published: (2025)

Exact worst-case convergence rates for Douglas--Rachford and Davis--Yin splitting methods
by: Nguyen, Edward Duc Hien, et al.
Published: (2025)

Accelerated forward-backward and Douglas-Rachford splitting dynamics
by: Ozaslan, Ibrahim K., et al.
Published: (2024)

Efficient Douglas-Rachford Methods on Hadamard Manifolds with Applications to the Heron Problems
by: Sahu, D. R., et al.
Published: (2025)

Douglas-Rachford Algorithm for Control- and State-constrained Optimal Control Problems
by: Burachik, Regina S., et al.
Published: (2024)

Randomized Douglas-Rachford methods for linear systems: Improved accuracy and efficiency
by: Han, Deren, et al.
Published: (2022)

Communication efficient quasi-Newton distributed optimization based on the Douglas-Rachford envelope
by: Yi, Dingran, et al.
Published: (2024)

Best Approximation Optimal Control for Infeasible Double Integrator and Douglas--Rachford Algorithm
by: Burachik, Regina S., et al.
Published: (2026)

Optimal Leveraging of Smoothness and Strong Convexity for Peaceman--Rachford Splitting
by: Briceño-Arias, Luis, et al.
Published: (2026)

Doubly relaxed forward-Douglas--Rachford splitting for the sum of two nonconvex and a DC function
by: Dao, Minh N., et al.
Published: (2024)

A stochastic preconditioned Douglas-Rachford splitting method for saddle-point problems
by: Dong, Yakun, et al.
Published: (2022)

GPU-based Split algorithm for Large-Scale CVRPSD
by: Zhao, Jingyi, et al.
Published: (2025)

Distributed Optimization over Lossy Networks via Relaxed Peaceman-Rachford Splitting: a Robust ADMM Approach
by: Bastianello, Nicola, et al.
Published: (2018)

Sparse Quadratically Constrained Quadratic Programming via Semismooth Newton Method
by: Li, Shuai, et al.
Published: (2025)

Douglas--Rachford algorithm for nonmonotone multioperator inclusion problems
by: Alcantara, Jan Harold, et al.
Published: (2025)

Solving Quadratic Programs with Slack Variables via ADMM without Increasing the Problem Size
by: Lew, Thomas, et al.
Published: (2025)

Mixed-Integer Linear Optimization via Learning-Based Two-Layer Large Neighborhood Search
by: Liu, Wenbo, et al.
Published: (2024)

Parallel Graver Basis Extraction for Nonlinear Integer Optimization
by: Liu, Wenbo, et al.
Published: (2024)

New Douglas-Rashford Splitting Algorithms for Generalized DC Programming with Applications in Machine Learning
by: Yao, Yonghong, et al.
Published: (2024)

Douglas-Rachford splitting algorithm for projected solution of quasi variational inequality with non-self constraint map
by: Ramazannejad, Maede
Published: (2024)

Peaceman-Rachford Splitting Method Converges Ergodically for Solving Convex Optimization Problems
by: Chen, Kaihuang, et al.
Published: (2025)

Solving a Class of Nonconvex Quadratic Programs by Inertial DC Algorithms
by: Cuong, Tran Hung, et al.
Published: (2024)

An Operator Splitting Method for Large-Scale CVaR-Constrained Quadratic Programs
by: Luxenberg, Eric, et al.
Published: (2025)

Spanning and Splitting: Integer Semidefinite Programming for the Quadratic Minimum Spanning Tree Problem
by: de Meijer, Frank, et al.
Published: (2024)

ROS: A GNN-based Relax-Optimize-and-Sample Framework for Max-k-Cut Problems
by: Qiu, Yeqing, et al.
Published: (2024)

Enhancing Quadratic Programming Solvers via Quadratic Nonconvex Reformulation
by: Lu, Cheng, et al.
Published: (2025)

Cyclic Relaxed Douglas-Rachford Splitting for Inconsistent Nonconvex Feasibility
by: Dinh, Thi Lan, et al.
Published: (2025)

A Novel Mixed-Integer Linear Programming Formulation for Continuous-Time Inventory Routing
by: Wang, Akang, et al.
Published: (2023)