mixed-integer-optimization

There are 0 repository under mixed-integer-optimization topic.

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
hwiberg / OptiCL
An end-to-end framework for mixed-integer optimization with data-driven learned constraints.
constraint-learning machine-learning mixed-integer-optimization
Language:Jupyter Notebook 130
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
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
cog-imperial / galini
An extensible MINLP solver
mathematical-programming minlp minlp-solver mixed-integer-optimization nonlinear-optimization optimization pyomo
Language:Python 45
Opt-Mucca / PySCIPOpt-ML
Python interface to automatically formulate Machine Learning models into Mixed-Integer Programs
decision-trees keras lightgbm mathematical-programming mixed-integer-optimization mixed-integer-programming neural-networks optimization pytorch sklearn xgboost surrogate-models machine-learning python artificial-intelligence
Language:Python 37
ampl / colab.ampl.com
AMPL Model Colaboratory
ampl amplpy conic-optimization integer-linear-programming integer-programming linear-optimization linear-programming mip mixed-integer-optimization mixed-integer-programming nonlinear-optimization nonlinear-programming optimization python linear-opti
Language:Jupyter Notebook 27
cog-imperial / suspect
Special Structure Detection for Pyomo
mathematical-programming mixed-integer-optimization nonlinear-optimization pyomo convexity
Language:Python 26
harshangrjn / LaplacianOpt.jl
A Julia/JuMP Package for Maximizing Algebraic Connectivity of Undirected Weighted Graphs
laplacian-matrix algebraic-connectivity optimization mixed-integer-optimization semidefinite-programming robust-networks graph-algorithms fiedler-vector discrete-optimization
Language:Julia 26
ampl / rAMPL
R API for AMPL
ampl integer-linear-programming integer-programming linear-optimization linear-programming mip mixed-integer-optimization mixed-integer-programming modeling-language nonlinear-optimization nonlinear-programming optimization r rlang rampl milp
Language:C++ 16
mimpc
dfki-ric-underactuated-lab / mimpc
Mixed-Integer MPC library. Was successfully demonstrated on a free-floating platform with binary thrusters (under timing constraints) and a reaction wheel.
control library mixed-integer-optimization mpc simulation
Language:C++ 7
PedroSeber / ALChemE
ALChemE is a software to assist users in calculations related to the chemical engineering field and process design. Currently, the software can assist users with the analysis of heat exchange networks (HENs) and water recycle networks (WReNs).
chemical-engineering heat-exchanger-network mixed-integer-linear-programming mixed-integer-optimization nonlinear-optimization optimization water-recycle-network
Language:Python 5
spiralulam / intro_opt_models
This repository contains the code examples of the book "Einführung in Optimierungsmodelle" ("Introduction to Optimization Models") (Sudermann-Merx, 2023)
mathematical-modelling mathematical-optimization mathematical-programming mixed-integer-linear-programming mixed-integer-nonlinear-programming mixed-integer-optimization mixed-integer-programming optimization-model optimization-problem quadratic-programming
Language:Python 4
xinyufei / Quantum-Control-qutip
Quantum control algorithms for multiple examples based on the package Qutip
qutip quantum-control mixed-integer-optimization nonconvex-optimization
Language:Python 4
LeoWarnow / AdEnA
Advanced Enclosure Algorithm for Multi-Objective Optimization Problems
convex-optimization enclosure mixed-integer-nonlinear-programming mixed-integer-optimization multi-objective-optimization multiple-objectives-optimization
Language:Python 1
LeoWarnow / HyPaD
Implementation of the Hybrid Patch Decomposition Algorithm - a solver for multi-objective mixed-integer convex optimization problems
mixed-integer-optimization multiobjective-optimization global-optimization global-optimization-algorithms optimization-algorithms
Language:Python 1
xinyufei / Switching-time-optimization
Code and results for quantum optimal control based on switching time optimization
nonconvex-optimization quantum-computing quantum-control mixed-integer-optimization
Language:Python 1
LeoWarnow / MOMIBB
Multiobjective Mixed-Integer Branch-and-Bound Algorithm
enclosure global-optimization-algorithms mixed-integer-optimization mixed-integer-programming multi-objective-optimization branch-and-bound
Language:MATLAB 0
Sanya-Chauhan / Optimizing_Marketing_Strategies
Optimization Methods Project - MIT
marketing mixed-integer-optimization optimization portfolio-optimization
Language:Jupyter Notebook 0
LiCE
Epanemu / LiCE
Likely Counterfactual Explanations - a MIO-based method for CE generation, using Sum-Product Networks to ensure plausibility
counterfactual-explanations explainable-ai mixed-integer-linear-programming mixed-integer-optimization mixed-integer-programming sum-product-networks
Language:Jupyter Notebook
oovm / MILP-rs
Mixed Integer Linear Programming in pure rust
linear-programming mixed-integer-linear-programming mixed-integer-optimization
Language:Rust