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 2167
HiGHS
ERGO-Code / HiGHS
Linear optimization software
parallel linear-optimization simplex high-performance interior-point-method mixed-integer-programming quadratic-programming
Language:C++ 846
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 687
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 254
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 238
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 222
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 215
atoptima / Coluna.jl
Branch-and-Price-and-Cut in Julia
branch-and-cut-and-price column-generation dantzig-wolfe-decomposition julia mixed-integer-programming optimization
Language:Julia 189
lanl-ansi / Juniper.jl
A JuMP-based Nonlinear Integer Program Solver
branch-and-bound julia-language minlp-solver mixed-integer-programming nonlinear-optimization optimization
Language:Julia 177
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++ 147
feloopy
ktafakkori / feloopy
FelooPy: Efficient & Feature-Rich Integrated Decision Environment
operations-research integer-programming linear-programming nonlinear-programming optimization autoor mixed-integer-programming multi-attribute-decision-making multi-criteria-decision-making multi-objective-optimization constraint-programming decision-science industrial-engineering supply-chain machine-learning
Language:Python 132
jump-dev / CPLEX.jl
A Julia interface to the CPLEX solver
julia jump-jl linear-programming mixed-integer-programming quadratic-programming
Language:Julia 131
biteopt
avaneev / biteopt
Derivative-Free Global Optimization Method (C++, Python binding)
optimization-methods optimization-algorithms constraint-programming stochastic-optimizers stochastic-optimization-algorithms evolutionary-algorithms metaheuristics optimization-tools optimization genetic-algorithm mixed-integer-programming differential-evolution nelder-mead hyperparameter-optimization meta-heuristic cma-es
Language:C++ 129
jump-dev / Pajarito.jl
A solver for mixed-integer convex optimization
optimization julia-language nonlinear-optimization mixed-integer-programming
Language:Julia 129
MIT-SPARK / CertifiablyRobustPerception
Certifiable Outlier-Robust Geometric Perception
computer-vision semidefinite-programming robotics point-cloud-registration autonomous-driving convex-optimization robust-estimation outliers-detection mixed-integer-programming
Language:MATLAB 107
scipopt / SCIP.jl
Julia interface to SCIP solver
global-optimization hacktoberfest julia mixed-integer-linear-programming mixed-integer-optimization mixed-integer-programming nonlinear-optimization
Language:Julia 90
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 88
jump-dev / Cbc.jl
A Julia interface to the Coin-OR Branch and Cut solver (CBC)
julia jump-jl mixed-integer-programming
Language:Julia 81
Argonne-National-Laboratory / DSP
An open-source parallel optimization solver for structured mixed-integer programming
julia mixed-integer-programming optimization parallel stochastic-optimization
Language:C++ 80
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
Language:C# 78
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 77
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++ 75
jump-dev / KNITRO.jl
A Julia interface to the Artelys Knitro solver
julia jump-jl mixed-integer-programming nonlinear-programming
Language:Julia 75
sudhan-bhattarai / CVRPTW_MILP
Solving a Capacitated Vehicle Routing Problem with time windows constraints (CVRPTW) with Mixed Integer Linear Programming (MILP) in python-gurobi API.
vehicle-routing-problem time-windows python3 gurobipy optimization tsp mtsp mvrp mixed-integer-programming linear-programming capacity python-gurobi-api
Language:Python 70
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++ 67
ragamarkely / scanalytics
Python implementation to solve Vehicle Routing problem & Master Production Scheduling in Supply Chain Analytics & Design.
mixed-integer-programming python supply-chain-analytics
Language:Python 64
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 63
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:C++ 60
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 55
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 54
cog-imperial / entmoot
Multiobjective black-box optimization using gradient-boosted trees
bayesian-optimization black-box-optimization gradient-boosted-trees hyperparameter-optimization mixed-integer-programming multiobjective-optimization optimization python
Language:Python 51
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 48
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++ 44
r-opt / rmpk
Mixed Integer Linear and Quadratic Programming in R
mixed-integer-programming linear-programming quadratic-programming r modelling
Language:R 43
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 42
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 38