Optimization Packages

CutPools.jl0Pools of cutting planes for JuMP models

BLOM.jl0Inprogress Julia port of the Berkeley Library for Optimization Modeling

CGRASP.jl0Continuous Greedy Randomized Adaptive Search Procedure (CGRASP) in Julia

CharibdeOptim.jl0

Quadprog.jl1

ParallelGenocop.jl1Parallel implementation of Genocop  a genetic algorithm for numerical optimization problems with linear constraints

InformedDifferentialEvolution.jl2Implementation of Differential Evolution with optional custom predictors

LinearResponseVariationalBayes.jl2Julia tools for building simple variational Bayes models with JuMP

EAGODomainReduction.jl2A Package for Domain Reduction in Global Optimization

MinFinder.jl2Find all minima in a bounded domain for a differentiable function.

DReal.jl4Nonlinear SMT solving using dReal

ConicNonlinearBridge.jl5MathProgBase wrapper to solve conic optimization problems with derivativebased nonlinear solvers

Proximal.jl5Translation of Parikh and Boyd code for proximal algorithms

CGP.jl5Cartesian Genetic Programming (CGP) implemented in Julia.

JuGP.jl6A prototype JuMP extension for geometric programming

NewOptimizer.jl7WIP for new optimizer for julia base

Mayday.jl7SumsofSquares optimization in Julia, powered by JuMP

Ranking.jl11Tools for ranking in Julia

DDUS.jl11Datadriven Uncertainty Sets for the JuMPeR framework

LSQ.jl13Least squares solver in Julia

RationalSimplex.jl13Julia implementation of the simplex algorithm for rational numbers.

OptimizationServices.jl16Julia interface to COINOR Optimization Services https://projects.coinor.org/OS

CoinOptServices.jl16Julia interface to COINOR Optimization Services https://projects.coinor.org/OS

Polyopt.jl16Julia package for polynomial optimization using semidefinite optimization.

SemidefiniteProgramming.jl16Interface to semidefinite programming libraries.

QuickCheck.jl17QuickCheck specificationbased testing for Julia

NEOs.jl17Highfidelity orbit determination and propagation for NearEarth Objects, in Julia

GLPKMathProgInterface.jl17DEPRECATED: Interface between the GLPK.jl wrapper and MathProgBase.jl

AmplNLReader.jl18Julia AMPL Models Conforming to NLPModels.jl

BARON.jl18A Julia interface to the BARON mixedinteger nonlinear programming solver

PDENLPModels.jl19A NLPModel API for optimization problems with PDEconstraints

Munkres.jl20Munkres algorithm for the optimal assignment problem

LossFuns.jl20Julia implementation of predictors and loss functions for empirical risk minimization

CSDP.jl21A Julia interface to the CoinOR solver CSDP

Caching.jl30Memoization mechanism

MathOptFormat.jl33Read and write a variety of mathematical optimization file formats

GAMS.jl35A MathOptInterface Optimizer to solve JuMP models using GAMS

NODAL.jl35NODAL is an Open Distributed Autotuning Library in Julia

VinDsl.jl36A fast and furious domainspecific language for variational inference in Julia.

SIIPExamples.jl37Examples of how to use the modeling capabilities developed under the Scalable Integrated Infrastructure Planning Initiative at NREL.
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