Optimization functions for Julia

A Julia interface to the NLopt nonlinear-optimization library

A Julia interface to the Ipopt nonlinear solver

A Julia package for disciplined convex programming

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Julia interface to COIN-OR Optimization Services https://projects.coin-or.org/OS

A Julia interface to the BARON mixed-integer nonlinear programming solver

Julia's CUTEst Interface

Nonlinear SMT solving using dReal

Data Structures for Optimization Models

MultiJuMP enables the user to easily run multiobjective optimisation problems and generate Pareto fronts.

MathProgBase wrapper to solve conic optimization problems with derivative-based nonlinear solvers

Dense and Sparse Least Squares Optimization

MADS: Model Analysis & Decision Support

A solver for mixed-integer convex optimization

Structured optimization in Julia

Line search methods for optimization and root-finding

A Julia/JuMP-based Global Optimization Solver for Non-convex Programs

A JuMP extension for Polynomial Optimization

Rigorous global optimisation in pure Julia

Proximal algorithms for nonsmooth optimization in Julia

Interior point solver for general convex conic optimization problems

JuMP-based toolbox for solving bilevel optimization problems

Implementation of a Augmented Lagrangian method

Julia interface to the NOMAD blackbox optimization software

Optimisers.jl defines many standard optimisers and utilities for learning loops.

An intuitive modeling interface for infinite-dimensional optimization problems.

Bilevel optimization in JuMP

Multistart optimization methods in Julia.

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A solver for nonlinear programming

A NLPModel API for optimization problems with PDE-constraints

Toolbox for gradient-based and derivative-free non-convex constrained optimization with continuous and/or discrete variables.

Robust and optimal design and analysis of linear control systems

Conic Augmented Lagrangian Interior-Point SOlver

Combinatorial optimization layers for machine learning pipelines

Differentiable trajectory optimization in Julia.

Fast and simple nonlinear solvers for the SciML common interface. Newton, Broyden, Bisection, Falsi, and more rootfinders on a standard interface.