Optimization Packages
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LinearOperators.jl150Linear Operators for Julia
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LeastSquaresOptim.jl53Dense and Sparse Least Squares Optimization
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KNITRO.jl77A Julia interface to the Artelys Knitro solver
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JuMPeR.jl51Julia for Mathematical Programming - extension for Robust Optimization
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JuGP.jl6A prototype JuMP extension for geometric programming
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JSOSolvers.jl68-
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Ipopt.jl151A Julia interface to the Ipopt nonlinear solver
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IntervalOptimisation.jl54Rigorous global optimisation in pure Julia
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InformedDifferentialEvolution.jl2Implementation of Differential Evolution with optional custom predictors
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InfiniteOpt.jl251An intuitive modeling interface for infinite-dimensional optimization problems.
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InferOpt.jl113Combinatorial optimization layers for machine learning pipelines
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Hyperopt.jl200Hyperparameter optimization in Julia.
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Hypatia.jl140Interior point solver for general convex conic optimization problems
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HSL.jl45Julia interface to the HSL Mathematical Software Library
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HiGHS.jl103A Julia interface to the HiGHS solver
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Gurobi.jl219A Julia interface to the Gurobi Optimizer
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GLPKMathProgInterface.jl17DEPRECATED: Interface between the GLPK.jl wrapper and MathProgBase.jl
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GLPK.jl101A Julia interface to the GNU Linear Programming Kit
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GeneticAlgorithms.jl170A lightweight framework for writing genetic algorithms in Julia
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GAMS.jl35A MathOptInterface Optimizer to solve JuMP models using GAMS
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GalacticOptim.jl712Mathematical Optimization in Julia. Local, global, gradient-based and derivative-free. Linear, Quadratic, Convex, Mixed-Integer, and Nonlinear Optimization in one simple, fast, and differentiable interface.
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FrankWolfe.jl92Julia implementation for various Frank-Wolfe and Conditional Gradient variants
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FastBroadcast.jl75-
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ECOS.jl41A Julia interface to the ECOS conic optimization solver
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EAGODomainReduction.jl2A Package for Domain Reduction in Global Optimization
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EAGO.jl144A development environment for robust and global optimization
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DReal.jl4Nonlinear SMT solving using dReal
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DiffOpt.jl122Differentiating convex optimization programs w.r.t. program parameters
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DifferentiableTrajectoryOptimization.jl55Differentiable trajectory optimization in Julia.
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DDUS.jl11Data-driven Uncertainty Sets for the JuMPeR framework
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CutPools.jl0Pools of cutting planes for JuMP models
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CUTEst.jl46Julia's CUTEst Interface
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CSDP.jl21A Julia interface to the Coin-OR solver CSDP
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CPLEX.jl134A Julia interface to the CPLEX solver
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COSMO.jl282COSMO: Accelerated ADMM-based solver for convex conic optimisation problems (LP, QP, SOCP, SDP, ExpCP, PowCP). Automatic chordal decomposition of sparse semidefinite programs.
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Convex.jl564A Julia package for disciplined convex programming
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ConstraintProgramming.jl63Calculate rigorously the feasible region for a set of real-valued inequalities with Julia
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ConicNonlinearBridge.jl5MathProgBase wrapper to solve conic optimization problems with derivative-based nonlinear solvers
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Coluna.jl193Branch-and-Price-and-Cut in Julia
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CoinOptServices.jl16Julia interface to COIN-OR Optimization Services https://projects.coin-or.org/OS
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