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

UpdatedNov 4, 2025
Julia

NVIDIA /cuopt-examples

Star377

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

UpdatedOct 31, 2025
Jupyter Notebook

cog-imperial /OMLT

Star335

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

Star296

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

UpdatedOct 1, 2025
C++

lanl-ansi /Alpine.jl

Star250

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

UpdatedOct 9, 2025
Julia

jump-dev /Gurobi.jl

Star237

A Julia interface to the Gurobi Optimizer

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

UpdatedOct 24, 2025
Julia

tirthajyoti /Optimization-Python

Star231

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

Star207

Branch-and-Price-and-Cut in Julia

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

UpdatedSep 8, 2025
Julia

lanl-ansi /Juniper.jl

Star183

A JuMP-based Nonlinear Integer Program Solver

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

UpdatedOct 5, 2025
Julia

avaneev /biteopt

Star162

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

UpdatedOct 7, 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

Star138

A solver for mixed-integer convex optimization

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

UpdatedApr 11, 2025
Julia

MIT-SPARK /CertifiablyRobustPerception

Star124

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

Star112

Julia interface to SCIP solver

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

UpdatedSep 25, 2025
Julia

mlabonne /linear-programming-course

Star107

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

Star102

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

Star98

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

UpdatedJul 28, 2025
C++

sudhan-bhattarai /vehicle_routing_problem

Star96

Solving the Capacitated Vehicle Routing Problem with Time Windows (CVRPTW) using Mixed Integer Linear Programming (MILP) in Python with the Gurobi API.

vehicle-routing-problem vrp tsp mixed-integer-programming travelling-salesman-problem vrptw mvrp gurobipy cvrptw

UpdatedJul 23, 2025
Linear Programming

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