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Jump.jl ⭐ 2,093

Modeling language for Mathematical Optimization (linear, mixed-integer, conic, semidefinite, nonlinear)

Pyomo ⭐ 1,759

An object-oriented algebraic modeling language in Python for structured optimization problems.

An Eigen-based, light-weight C++ Interface to Nonlinear Programming Solvers (Ipopt, Snopt)

Represent trained machine learning models as Pyomo optimization formulations

Jumptutorials.jl ⭐ 138

Tutorials on using JuMP for mathematical optimization in Julia

A next-generation solver for nonlinearly constrained nonconvex optimization. Modular and lightweight, it unifies iterative methods (SQP vs interior points) and globalization techniques (filter method vs merit function, line search vs trust region method) in a single framework. Competitive against IPOPT, filterSQP, SNOPT, MINOS and CONOPT

Awesome Optimization ⭐ 110

A curated list of awesome mathematical optimization courses, lectures, books, notes, libraries, frameworks and software.

Complementarity.jl ⭐ 66

provides a modeling interface for mixed complementarity problems (MCP) and math programs with equilibrium problems (MPEC) via JuMP

Parametron.jl ⭐ 52

Efficiently solving instances of a parameterized family of optimization problems in Julia

An open source framework for interactive multiobjective optimization methods

Bileveloptimization.jl ⭐ 28

JuMP-based toolbox for solving bilevel optimization problems

An extensible MINLP solver

The Mathematical Optimization Framework

Onephase.jl ⭐ 20

This package is the implementation of a one-phase interior point method that finds KKT points of nonconvex optimization problems.

Cplex Scala ⭐ 17

A scala library for IBM ILOG CPLEX

Examodels.jl ⭐ 11

An algebraic modeling and automatic differentiation tool in Julia Language, specialized for SIMD abstraction of nonlinear programs.

Generators for Combinatorial Optimization

Python optimization library for mathematical programming.

Optideploy ⭐ 8

Template for deploying an optimization model accessible via a web service based on FastAPI, mongodb and celery

Quantum Integer Programming ⭐ 8

Lecture Notes and Code notebooks to understand the use of Quantum Computing in formulation ILP and MINLP models

Optimization ⭐ 5

CRAN Task View: Optimization and Mathematical Programming

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