LPMP / BDD
An integer linear program solver using a Lagrange decomposition into binary decision diagrams. Lagrange multipliers are updated through dual block coordinate ascent.
☆58Updated 10 months ago
Alternatives and similar repositories for BDD:
Users that are interested in BDD are comparing it to the libraries listed below
- A standalone local search solver for general integer linear programming☆16Updated 8 months ago
- Parallel Presolve for Integer and Linear Optimization☆70Updated last month
- C++ metaheuristics modeler/solver for general integer optimization problems.☆49Updated last month
- Parallel Presolve for Integer and Linear Optimization☆40Updated 3 years ago
- A standalone local search solver for general mixed integer programming☆21Updated last month
- Generators for linear programming instances with controllable difficulty and solution properties.☆16Updated 3 years ago
- Source code for the Paper: CombOptNet: Fit the Right NP-Hard Problem by Learning Integer Programming Constraints}☆72Updated 2 years ago
- The Machine Learning Optimizer☆103Updated 2 years ago
- SOLNP+: A derivative-free optimization software☆22Updated last week
- Discrete Optimization is a python library to ease the definition and re-use of discrete optimization problems and solvers.☆51Updated 3 weeks ago
- Feasibility Pump Collection☆10Updated last year
- Hybrid Models for Learning to Branch (NeurIPS 2020)☆50Updated 3 years ago
- Customized version of Helsgaun's LKH3 algorithm for vehicle routing problems.☆26Updated 2 years ago
- Machine Learning for Combinatorial Optimization - NeurIPS'21 competition☆132Updated 2 years ago
- Presentation: Custom MIP Heuristics☆33Updated 3 years ago
- Visualizations of Mittelmann benchmarks☆57Updated 6 months ago
- binary/integer linear programming solver☆16Updated 4 months ago
- Framework for solving discrete optimization problems using a combination of Mixed-Integer Linear Programming (MIP) and Machine Learning (…☆167Updated 3 months ago
- Code repo for ICML'23 Searching Large Neighborhoods for Integer Linear Programs with Contrastive Learning☆38Updated last year
- A solver for mixed-integer nonlinear optimization problems☆121Updated last month
- Sequential object-oriented simPlex☆64Updated 2 weeks ago
- Branch-Cut-Price Framework☆28Updated 4 years ago
- ☆26Updated 3 years ago
- Admm-based Interior Point Method for Linear Programming☆25Updated last year
- Implementation of "Interior Point Solving for LP-based prediction+optimisation" paper in Neurips 2020.☆19Updated 10 months ago
- Mathematical Modeling for Optimization and Machine Learning☆150Updated 6 months ago
- Generators for Combinatorial Optimization☆14Updated last year
- JAX + Flax implementation of "Combinatorial Optimization with Physics-Inspired Graph Neural Networks" by Schuetz et al.☆50Updated 2 years ago
- A Library of Optimization Problem Libraries☆50Updated 3 years ago
- Nutmeg – a MIP and CP branch-and-check solver☆25Updated last year