mixed-integer-programming

Mathematical Optimization in Julia. Local, global, gradient-based and derivative-free. Linear, Quadratic, Convex, Mixed-Integer, and Nonlinear Optimization in one simple, fast, and differentiable interface.

optimization julia automatic-differentiation global-optimization hacktoberfest nonlinear-optimization convex-optimization algorithmic-differentiation mixed-integer-programming scientific-machine-learning derivative-free-optimization sciml local-optimization

UpdatedJul 11, 2025
Julia

NVIDIA /cuopt-examples

Star342

NVIDIA cuOpt examples for decision optimization

gpu optimization linear-programming vehicle-routing-problem operations-research optimization-algorithms combinatorial-optimization mixed-integer-programming route-optimization traveling-salesman-problem

UpdatedJul 17, 2025
Jupyter Notebook

cog-imperial /OMLT

Star324

Represent trained machine learning models as Pyomo optimization formulations

python neural-network optimization cnn modeling-language pyomo mathematical-modelling nonlinear-optimization keras-neural-networks nonlinear-programming mixed-integer-programming mathematical-programming relu onnx gradient-boosted-trees mixed-integer-optimization

UpdatedApr 4, 2025
Python

metab0t /PyOptInterface

Star281

Efficient modeling interface for mathematical optimization in Python

python optimization linear-programming modeling-language mathematical-modelling quadratic-programming mixed-integer-programming conic-programs mathematical-programming

UpdatedJun 30, 2025
C++

lanl-ansi /Alpine.jl

Star248

A Julia/JuMP-based Global Optimization Solver for Non-convex Programs

optimization julia-language minlp global-optimization nonlinear-optimization optimization-algorithms mixed-integer-programming minlp-solver non-convex-optimization mixed-integer-nonlinear-programming

UpdatedApr 10, 2025
Julia

jump-dev /Gurobi.jl

Star235

A Julia interface to the Gurobi Optimizer

julia linear-programming quadratic-programming mixed-integer-programming second-order-cone-programming jump-jl

UpdatedJul 7, 2025
Julia

tirthajyoti /Optimization-Python

Star229

General optimization (LP, MIP, QP, continuous and discrete optimization etc.) using Python

optimization linear-programming scipy quadratic-programming convex-optimization integer-programming mixed-integer-programming

UpdatedOct 27, 2021
Jupyter Notebook

atoptima /Coluna.jl

Star203

Branch-and-Price-and-Cut in Julia

optimization julia mixed-integer-programming column-generation dantzig-wolfe-decomposition branch-and-cut-and-price

UpdatedJul 18, 2025
Julia

lanl-ansi /Juniper.jl

Star180

A JuMP-based Nonlinear Integer Program Solver

optimization julia-language nonlinear-optimization branch-and-bound mixed-integer-programming minlp-solver

UpdatedApr 9, 2025
Julia

avaneev /biteopt

Star153

Derivative-Free Global Optimization Algorithm (C++, Python binding) - Continuous, Discrete, TSP, NLS, MINLP

optimization genetic-algorithm hyperparameter-optimization evolutionary-algorithms global-optimization constraint-programming meta-heuristic optimization-methods differential-evolution optimization-tools black-box-optimization optimization-algorithms integer-programming global-optimization-algorithms stochastic-optimizers metaheuristics discrete-optimization mixed-integer-programming mathematical-programming mathematical-optimization

UpdatedFeb 5, 2025
C++

jump-dev /CPLEX.jl

Star139

A Julia interface to the CPLEX solver

julia linear-programming quadratic-programming mixed-integer-programming jump-jl

UpdatedApr 4, 2025
Julia

jump-dev /Pajarito.jl

Star135

A solver for mixed-integer convex optimization

optimization julia-language nonlinear-optimization mixed-integer-programming

UpdatedApr 11, 2025
Julia

MIT-SPARK /CertifiablyRobustPerception

Star120

Certifiable Outlier-Robust Geometric Perception

computer-vision robotics autonomous-driving semidefinite-programming convex-optimization mixed-integer-programming point-cloud-registration robust-estimation outliers-detection

UpdatedDec 2, 2023
MATLAB

scipopt /SCIP.jl

Star111

Julia interface to SCIP solver

julia global-optimization hacktoberfest nonlinear-optimization mixed-integer-programming mixed-integer-optimization mixed-integer-linear-programming

UpdatedJun 20, 2025
Julia

mlabonne /linear-programming-course

Star101

Hands-on course about linear programming and mathematical optimization.

linear-programming constraint-programming integer-programming mixed-integer-programming integer-linear-programming

UpdatedJun 4, 2023
Jupyter Notebook

merschformann /sardine-can

Sponsor

Star97

Humble 3D knapsack / bin packing solver

gui bin-packing gurobi packing-algorithm cplex heuristics packing knapsack-problem mixed-integer-programming 3d-bin-packing 3d-packing container-loading-problem

UpdatedMay 11, 2025
C#

ed-lam /bcp-mapf

Star95

BCP-MAPF – branch-and-cut-and-price for multi-agent path finding

branch-and-bound discrete-optimization combinatorial-optimization mixed-integer-programming shortest-path multi-agent-path-finding column-generation branch-and-cut-and-price branch-price-and-cut

UpdatedApr 1, 2025
C++

sudhan-bhattarai /CVRPTW_MILP

Star89

Solving a Capacitated Vehicle Routing Problem with time windows constraints (CVRPTW) with Mixed Integer Linear Programming (MILP) in python-gurobi API.

optimization linear-programming python3 vehicle-routing-problem tsp time-windows mixed-integer-programming capacity mvrp gurobipy mtsp python-gurobi-api

UpdatedApr 29, 2021
Python

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