mixed-integer-programming

There are 13 repositories under mixed-integer-programming topic.

JuMP.jl
jump-dev / JuMP.jl
Modeling language for Mathematical Optimization (linear, mixed-integer, conic, semidefinite, nonlinear)
optimization julia modeling-language linear-programming mixed-integer-programming nonlinear-programming semidefinite-programming conic-programs mathematical-programming mathematical-modelling
Language:Julia 2362
HiGHS
ERGO-Code / HiGHS
Linear optimization software
parallel linear-optimization simplex high-performance interior-point-method mixed-integer-programming quadratic-programming
Language:C++ 1367
SciML / Optimization.jl
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 local-optimization global-optimization automatic-differentiation algorithmic-differentiation sciml scientific-machine-learning hacktoberfest julia mixed-integer-programming nonlinear-optimization convex-optimization derivative-free-optimization
Language:Julia 807
NVIDIA / cuopt-examples
NVIDIA cuOpt examples for decision optimization
vehicle-routing-problem gpu operations-research optimization optimization-algorithms route-optimization traveling-salesman-problem combinatorial-optimization linear-programming mixed-integer-programming
Language:Jupyter Notebook 377
OMLT
cog-imperial / OMLT
Represent trained machine learning models as Pyomo optimization formulations
optimization python neural-network gradient-boosted-trees cnn modeling-language mathematical-programming mathematical-modelling nonlinear-programming mixed-integer-programming relu onnx keras-neural-networks pyomo mixed-integer-optimization nonlinear-optimization
Language:Python 335
metab0t / PyOptInterface
Efficient modeling interface for mathematical optimization in Python
conic-programs linear-programming mathematical-modelling mathematical-programming mixed-integer-programming modeling-language optimization python quadratic-programming
Language:C++ 296
lanl-ansi / Alpine.jl
A Julia/JuMP-based Global Optimization Solver for Non-convex Programs
optimization julia-language minlp global-optimization minlp-solver nonlinear-optimization mixed-integer-programming non-convex-optimization optimization-algorithms mixed-integer-nonlinear-programming
Language:Julia 250
jump-dev / Gurobi.jl
A Julia interface to the Gurobi Optimizer
julia jump-jl linear-programming mixed-integer-programming quadratic-programming second-order-cone-programming
Language:Julia 237
tirthajyoti / Optimization-Python
General optimization (LP, MIP, QP, continuous and discrete optimization etc.) using Python
optimization linear-programming integer-programming mixed-integer-programming quadratic-programming scipy convex-optimization
Language:Jupyter Notebook 231
atoptima / Coluna.jl
Branch-and-Price-and-Cut in Julia
optimization mixed-integer-programming dantzig-wolfe-decomposition column-generation julia branch-and-cut-and-price
Language:Julia 207
lanl-ansi / Juniper.jl
A JuMP-based Nonlinear Integer Program Solver
minlp-solver branch-and-bound optimization julia-language mixed-integer-programming nonlinear-optimization
Language:Julia 184
biteopt
avaneev / biteopt
Derivative-Free Global Optimization Algorithm (C++, Python binding) - Continuous, Discrete, TSP, NLS, MINLP
optimization-methods optimization-algorithms constraint-programming stochastic-optimizers evolutionary-algorithms metaheuristics optimization-tools optimization genetic-algorithm mixed-integer-programming differential-evolution hyperparameter-optimization meta-heuristic global-optimization global-optimization-algorithms black-box-optimization discrete-optimization mathematical-programming mathematical-optimization integer-programming
Language:C++ 162
jump-dev / CPLEX.jl
A Julia interface to the CPLEX solver
julia jump-jl linear-programming mixed-integer-programming quadratic-programming
Language:Julia 139
jump-dev / Pajarito.jl
A solver for mixed-integer convex optimization
optimization julia-language nonlinear-optimization mixed-integer-programming
Language:Julia 138
MIT-SPARK / CertifiablyRobustPerception
Certifiable Outlier-Robust Geometric Perception
autonomous-driving computer-vision convex-optimization mixed-integer-programming outliers-detection point-cloud-registration robotics robust-estimation semidefinite-programming
Language:MATLAB 124
scipopt / SCIP.jl
Julia interface to SCIP solver
julia mixed-integer-programming mixed-integer-linear-programming mixed-integer-optimization global-optimization nonlinear-optimization hacktoberfest
Language:Julia 112
mlabonne / linear-programming-course
Hands-on course about linear programming and mathematical optimization.
constraint-programming integer-linear-programming integer-programming linear-programming mixed-integer-programming
Language:Jupyter Notebook 107
sardine-can
merschformann / sardine-can
Humble 3D knapsack / bin packing solver
cplex gurobi gui mixed-integer-programming heuristics packing-algorithm bin-packing knapsack-problem 3d-packing 3d-bin-packing container-loading-problem packing
Language:C# 103
ed-lam / bcp-mapf
BCP-MAPF – branch-and-cut-and-price for multi-agent path finding
combinatorial-optimization discrete-optimization mixed-integer-programming column-generation branch-and-bound branch-and-cut-and-price shortest-path multi-agent-path-finding branch-price-and-cut
Language:C++ 98
sudhan-bhattarai / vehicle_routing_problem
Solving the Capacitated Vehicle Routing Problem with Time Windows (CVRPTW) using Mixed Integer Linear Programming (MILP) in Python with the Gurobi API.
cvrptw gurobipy mixed-integer-programming mvrp travelling-salesman-problem tsp vehicle-routing-problem vrp vrptw
Language:Linear Programming 97
Argonne-National-Laboratory / DSP
An open-source parallel optimization solver for structured mixed-integer programming
julia parallel optimization stochastic-optimization mixed-integer-programming
Language:C++ 90
jump-dev / Cbc.jl
A Julia interface to the Coin-OR Branch and Cut solver (CBC)
julia jump-jl mixed-integer-programming
Language:Julia 83
ampl / amplpy
Python API for AMPL
ampl linear-optimization linear-programming mip modeling-language nonlinear-optimization nonlinear-programming optimization python integer-programming mixed-integer-programming integer-linear-programming mixed-integer-optimization amplpy milp
Language:Cython 81
coin-or / minotaur
Minotaur Toolkit for Mixed-Integer Nonlinear Optimization
optimization-algorithms combinatorial-optimization open-source nonlinear-optimization integer-optimization mixed-integer-programming
Language:C++ 80
philzook58 / FlapPyBird-MPC
Model Predictive Control of a Flappy Bird Clone using Mixed Integer Programming
mixed-integer-programming mip trajectory-optimization pygame cvxpy mpc model-predictive-control flappy-bird
Language:Python 80
jump-dev / KNITRO.jl
A Julia interface to the Artelys Knitro solver
julia jump-jl mixed-integer-programming nonlinear-programming
Language:Julia 79
ktnr / BinPacking2D
Exact solutions for two-dimensional bin packing problems by branch-and-cut
algorithm operations-research mathematical-programming constraint-programming branch-and-cut mixed-integer-programming bin-packing-problem knapsack-problem
Language:Python 78
russcip
scipopt / russcip
Rust interface for SCIP
mixed-integer-programming optimization rust
Language:Rust 75
ragamarkely / scanalytics
Python implementation to solve Vehicle Routing problem & Master Production Scheduling in Supply Chain Analytics & Design.
python supply-chain-analytics mixed-integer-programming
Language:Python 70
jump-dev / Xpress.jl
A Julia interface to the FICO Xpress Optimization suite
julia jump-jl linear-programming mixed-integer-programming nonlinear-programming
Language:Julia 67
cog-imperial / entmoot
Multiobjective black-box optimization using gradient-boosted trees
black-box-optimization gradient-boosted-trees hyperparameter-optimization optimization python multiobjective-optimization mixed-integer-programming bayesian-optimization
Language:Python 61
harshangrjn / QuantumCircuitOpt.jl
A Julia/JuMP Package for Optimal Quantum Circuit Design
quantum-circuit quantum-circuit-synthesis quantum-computing mixed-integer-programming discrete-optimization quantum-algorithms quantum-gate-optimization
Language:Julia 60
Ivan-Zhou / Uber_Driver_Schedule_Optimization
A predictive model to help Uber drivers make more money
mixed-integer-programming uber-data mip optimization optimization-algorithms taxi taxi-data uber-drivers schedule geographic-data
Language:Jupyter Notebook 58
grzegorz-siekaniec / benders-decomposition-gurobi
Repository contains implementation of Bender Decomposition for classical facility/warehause location problem using Python and Gurobi solver.
python3 gurobi gurobi-optimization benders-decomposition mixed-integer-programming operations-research
Language:Python 54
grzegorz-siekaniec / branch-and-price-gurobi
Repository contains implementation of Branch and Prive for classical General Assignment Problem problem using Python and Gurobi solver.
python3 gurobi mixed-integer-programming gurobi-optimization branch-and-price operations-research
Language:Python 50
michieluithetbroek / A-MDVRP
Asymmetric multi-depot vehicle routing problems: valid inequalities and a branch-and-cut algorithm
branch-and-cut valid-inequalities tsp vrp mdvrp multi-depot cplex gurobi operations-research mixed-integer-programming
Language:C++ 49