Optimization functions for Julia

A Julia package for disciplined convex programming

A Julia interface to the NLopt nonlinear-optimization library

An intuitive modeling interface for infinite-dimensional optimization problems.

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

Data Structures for Optimization Models

A solver for nonlinear programming

A Julia interface to the Ipopt nonlinear solver

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Interior point solver for general convex conic optimization problems

A solver for mixed-integer convex optimization

Proximal algorithms for nonsmooth optimization in Julia

Line search methods for optimization and root-finding

Combinatorial optimization layers for machine learning pipelines

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

Bilevel optimization in JuMP

MADS: Model Analysis & Decision Support

Structured optimization in Julia

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

Multistart optimization methods in Julia.

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

Conic Augmented Lagrangian Interior-Point SOlver

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

Robust and optimal design and analysis of linear control systems

Differentiable trajectory optimization in Julia.

Rigorous global optimisation in pure Julia

Implementation of a Augmented Lagrangian method

Dense and Sparse Least Squares Optimization

JuMP-based toolbox for solving bilevel optimization problems

Julia interface to the NOMAD blackbox optimization software

Julia's CUTEst Interface

A JuMP extension for Polynomial Optimization

A NLPModel API for optimization problems with PDE-constraints

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

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

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

Nonlinear SMT solving using dReal

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