https://github.com/ljvmiranda921/pyswarms

A research toolkit for particle swarm optimization in Python

algorithm discrete-optimization global-optimization machine-learning metaheuristics optimization optimization-algorithms optimization-tools particle-swarm-optimization pso swarm-intelligence

Last synced: 14 May 2025

https://github.com/sciml/optimization.jl

Mathematical 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.

algorithmic-differentiation automatic-differentiation convex-optimization derivative-free-optimization global-optimization hacktoberfest julia local-optimization mixed-integer-programming nonlinear-optimization optimization scientific-machine-learning sciml

Last synced: 01 Apr 2026

https://github.com/SciML/GalacticOptim.jl

Mathematical 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.

algorithmic-differentiation automatic-differentiation convex-optimization derivative-free-optimization global-optimization hacktoberfest julia local-optimization mixed-integer-programming nonlinear-optimization optimization scientific-machine-learning sciml

Last synced: 23 Mar 2025

https://github.com/SciML/Optimization.jl

Mathematical 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.

algorithmic-differentiation automatic-differentiation convex-optimization derivative-free-optimization global-optimization hacktoberfest julia local-optimization mixed-integer-programming nonlinear-optimization optimization scientific-machine-learning sciml

Last synced: 04 May 2025

https://github.com/lanl-ansi/alpine.jl

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

global-optimization julia-language minlp minlp-solver mixed-integer-nonlinear-programming mixed-integer-programming non-convex-optimization nonlinear-optimization optimization optimization-algorithms

Last synced: 15 May 2025

https://github.com/dme65/pysot

Surrogate Optimization Toolbox for Python

asynchronous bayesian-optimization black-box-optimization gaussian-processes global-optimization global-optimization-algorithms optimization radial-basis-function surrogate-based-optimization surrogate-models

Last synced: 05 Apr 2025

https://github.com/Evolutionary-Intelligence/pypop

[JMLR-2024] PyPop7: A Pure-Python Library for POPulation-based Black-Box Optimization (BBO), especially their *Large-Scale* versions/variants (evolutionary algorithms/swarm-based optimizers/pattern search/...).

black-box-optimization consensus-based-optimization continuous-optimization derivative-free-optimization differential-evolution direct-search estimation-of-distribution-algorithms evolution-strategies evolutionary-algorithms genetic-algorithms global-optimization gradient-free-optimization large-scale-optimization nonlinear-optimization numerical-optimization optimization-algorithms particle-swarm-optimization population-based-optimization random-search zeroth-order-optimization

Last synced: 26 Feb 2025

https://github.com/baggepinnen/Hyperopt.jl

Hyperparameter optimization in Julia.

bayesian-optimization bohb global-optimization hyperband hyperparameter-optimization optimization parameter-tuning random-sampling

Last synced: 15 Mar 2025

https://github.com/baggepinnen/hyperopt.jl

Hyperparameter optimization in Julia.

bayesian-optimization bohb global-optimization hyperband hyperparameter-optimization optimization parameter-tuning random-sampling

Last synced: 26 Jan 2026

https://github.com/psorlab/eago.jl

A development environment for robust and global optimization

global-optimization implicit-functions julia mccormick-relaxation optimization optimization-methods optimization-tools optimizer robust-optimization

Last synced: 13 Apr 2025

https://github.com/PSORLab/EAGO.jl

A development environment for robust and global optimization

global-optimization implicit-functions julia mccormick-relaxation optimization optimization-methods optimization-tools optimizer robust-optimization

Last synced: 04 May 2025

https://github.com/thieu1995/opfunu

A collection of Benchmark functions for numerical optimization problems

benchmark-functions cec-2005 cec-2008 cec-2010 cec-2013 cec-2014 cec-2015 cec-2017 cec-2019 cec-2020 cec-2021 cec-2022 convex-optimization global-optimization multimodal-functions non-convex-optimization soft-computing unconstrained-optimization unimodal-functions

Last synced: 09 Apr 2025

https://github.com/coin-or/SHOT

A solver for mixed-integer nonlinear optimization problems

global-optimization minlp optimization optimization-library optimization-methods solver

Last synced: 12 Feb 2026

https://github.com/coin-or/shot

A solver for mixed-integer nonlinear optimization problems

global-optimization minlp optimization optimization-library optimization-methods solver

Last synced: 19 Jun 2025

https://github.com/JuliaNonconvex/Nonconvex.jl

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

augmented-lagrangian-method automatic-differentiation bayesian-optimization black-box-optimization derivative-free-optimization discrete-optimization evolutionary-algorithms global-optimization gradient-based-optimisation implicit-differentiation interior-point-optimizer metaheuristics method-of-moving-asymptotes mixed-integer-nonlinear-programming nonlinear-optimization nonlinear-programming optimization semidefinite-programming surrogate-assisted-optimization

Last synced: 04 May 2025

https://github.com/scipopt/scip.jl

Julia interface to SCIP solver

global-optimization hacktoberfest julia mixed-integer-linear-programming mixed-integer-optimization mixed-integer-programming nonlinear-optimization

Last synced: 21 Aug 2025

https://github.com/juliaintervals/intervaloptimisation.jl

Rigorous global optimisation

global-optimization interval-arithmetic julia

Last synced: 16 Apr 2026

https://github.com/relf/egobox

Efficient global optimization toolbox in Rust: bayesian optimization, mixture of gaussian processes, sampling methods

gaussian-processes global-optimization latin-hypercube-sampling mixture-of-experts surrogate-models

Last synced: 15 Mar 2025

https://github.com/adrianton3/pso.js

Particle swarm optimization library

global-optimization particle-swarm-optimization pso

Last synced: 21 Jan 2026

https://github.com/lanl-ansi/minlplib.jl

A JuMP-based library of Non-Linear and Mixed-Integer Non-Linear Programs

benchmark-suite global-optimization mixed-integer-programming nonlinear-optimization optimization

Last synced: 09 Jul 2025

https://github.com/nathanrooy/simulated-annealing

A simple, bare bones, implementation of simulated annealing optimization algorithm.

combinatorial-optimization continuous-optimization global-optimization python simulated-annealing traveling-salesman-problem tsp tutorial

Last synced: 03 Sep 2025

https://github.com/ardiad/deoptim

Differential evolution in R

differential-evolution evolutionary-algorithm global-optimization optimization

Last synced: 07 Oct 2025

https://github.com/costrouc/dftfit

Interatomic potential creating using DFT training data.

dft global-optimization lammps md quantum-espresso vasp

Last synced: 02 Aug 2025

https://github.com/optimaltransportnetworks/optimaltransportnetworks.jl

Optimal Transport Networks in Spatial Equilibrium - in Julia

global-optimization optimal-transport spatial-economics spatial-equilibrium trade transport-networks transportation-planning

Last synced: 24 Jul 2025

https://github.com/sovrasov/ags_nlp_solver

Derivative-free nonlinear global optimizer with python interface

bayesian-optimization constrained-optimization derivative-free global-optimization nonlinear-optimization

Last synced: 13 Apr 2025

https://github.com/soarlab/gelpia

Rigorous Global Branch-and-Bound Optimizer

global-optimization interval-arithmetic optimizer rigorous

Last synced: 13 Feb 2026

https://github.com/kennethleungty/simulated-annealing-feature-selection

Feature Selection using Simulated Annealing

annealing data-science feature-engineering feature-selection global-optima global-optimization global-optimization-algorithms global-optimizers global-search global-searching machine-learning ml optimisation optimisation-algorithms optimization optimization-algorithms python search simulated-annealing

Last synced: 12 Jul 2025

https://github.com/microprediction/tuneup

Comparison of global optimization algorithms, including scipy, optuna, hyperopt, platypus, facebook-ax, pysot and others.

global-optimization global-optimization-algorithms optimization optimization-algorithms optimization-methods

Last synced: 26 Mar 2025

https://github.com/hbueno/eage2016-avo

Code for "Global optimization for AVO inversion: a genetic algorithm using a table-based ray-theory algorithm" presented at the 78th EAGE Conference and Exhibition 2016.

avo density genetic-algorithm global-optimization seismic velocity

Last synced: 03 Feb 2026

https://github.com/jbris/model-calibration-evaluation

Evaluating model calibration methods for sensitivity analysis, uncertainty analysis, optimisation, and Bayesian inference

approximate-bayesian-computation bayesian-optimization bayesian-statistics bolfi deep-learning differential-evolution-mcmc generative-neural-network global-optimization kriging likelihood-free-inference optuna polynomial-chaos polynomial-chaos-expansion pymc sensitivity-analysis shuffled-complex-evolution simulation-based-inference sobol-indices surrogate-models uncertainty-analysis

Last synced: 04 May 2025

https://github.com/aresio/surf

surF - a surrogate modeling method based on Discrete Fourier Transform

global-optimization python3 surrogate-based-optimization surrogate-models

Last synced: 21 Feb 2026

https://github.com/psorlab/eagobranchbound.jl

A Flexible Branch and Bound Library for Julia

branch-and-bound global-optimization julia optimization optimization-tools

Last synced: 14 Jul 2025

https://github.com/microprediction/timemachines-testing

Testing optimizers and time-series algorithms, and assigning them Elo ratings.

global-optimization global-optimization-algorithms optimizer optuna pysot time-series time-series-analysis timeseries timeseries-forecasting

Last synced: 18 Aug 2025

https://github.com/gamatos/basinhopping.jl

The basinhopping global optimization algorithm written in the Julia programming language

global-optimization optimization optimization-algorithms

Last synced: 01 Apr 2025

https://github.com/jiangyan-zhao/epbo

Implementation code for the paper "Bayesian Optimization via Exact Penalty"

bayesian-optimization constrained-bayesian-optimization global-optimization gradient-free-optimization

Last synced: 25 Oct 2025

https://github.com/optimaltransportnetworks/optimaltransportnetworktoolbox

Optimal Transport Networks in Spatial Equilibrium - MATLAB Toolbox

global-optimization optimal-transport spatial-economics spatial-equilibrium trade transport-networks transportation-planning

Last synced: 10 Apr 2025

https://github.com/tkusmierczyk/machine_learning_demos

Notebooks and code snippets demonstrating machine learning techniques.

bayesian-optimization global-optimization machine-learning

Last synced: 23 Sep 2025

https://github.com/sovrasov/multicriterial-go

Constrained multi-objective derivative-free global solver

constrained-optimization cpp derivative-free global-optimization multiobjective-optimization nonlinear-optimization optimization-methods

Last synced: 24 Mar 2025

https://github.com/beliavsky/alan-miller-fortran

Classification of Alan Miller's Fortran codes for statistics and numerical methods

constrained-optimization fortran genetic-algorithm global-optimization linear-algebra linear-regression modern-fortran multiple-linear-regression nelder-mead numerical-optimization rng robust-regression statistics unconstrained-optimization

Last synced: 04 Feb 2026

https://github.com/sovrasov/global-optimization-test-problems

A set of nonlinear lipschitzian global optimization problems classes

cpp global-optimization optimization-problem python test-functions

Last synced: 06 May 2026

https://github.com/sovrasov/go-multisolver

An algorithm for simultaneously solving of multiple global optimizations problems

cpp global-optimization optimization-algorithms optimization-methods

Last synced: 24 Mar 2025

https://github.com/sambo-optimization/sambo

🎯📈 Sequantial and model-based optimization

bayesian-optimization bayesopt blackbox-optimization global-optimization global-optimization-algorithms hyperparameter-optimization hyperparameter-tuning machine-learning partial-dependence-plot sce-ua scientific-computing scikit-learn scikit-optimize scipy-optimize surrogate-based-optimization

Last synced: 01 Nov 2025

https://github.com/ralna/gofit

Global Optimization for Fitting Problems

global-optimization stochastic-optimization

Last synced: 22 Jun 2025

https://github.com/sovrasov/constrained-optimization-problems

An implementation of mechanism for generating of constrained global optimization problems

global-optimization

Last synced: 17 Aug 2025

https://github.com/brianyjtai1994/osnaps.jl

Optical Spectroscopy Numerical Analysis and Processing Tools

evolutionary-algorithms global-optimization

Last synced: 08 Feb 2026

https://github.com/aderivaldii/optimization-problems

🚀 A Python repository showcasing optimization techniques for Machine Learning including LP, Newton's methods, LASSO, and convex optimization. 📈🐍

citi-bike convex-optimization global-optimization java logistics mathematical-optimization mathematical-programming modeling-language multi-agent nonlinear-optimization numerical-optimization resource-optimization simulator transportation

Last synced: 24 Apr 2026

https://github.com/beliavsky/global_optimization_miller

Global optimization Fortran 95 code of Alan Miller, who translated a Fortran 77 code of Tibor Csendes

global-optimization numerical-optimization optimization

Last synced: 19 Mar 2026

https://github.com/dschmitz89/ampgo

Adaptive memory programming for Global Optimization

global-optimization heuristic-search-algorithms nlopt nonlinear-optimization scipy tabu-search

Last synced: 07 Oct 2025

https://github.com/cvanaret/categorical.jl

Julia prototype for solving mixed categorical optimization problems to global optimality

branch-and-bound catalog-constraints categorical-optimization constraint-programming contractor filtering-algorithm global-optimization global-optimization-algorithms interval-analysis julia

Last synced: 23 Aug 2025

https://github.com/sovrasov/diploma-paper-spring-2017

global-optimization

Last synced: 04 Jan 2026

https://github.com/aresio/pylates

Dilation Functions in python

dilation-functions global-optimization python

Last synced: 21 Feb 2026

https://github.com/sovrasov/multievolvent-go

An implementation of the algorithm of global search exploiting multiple Peano-type curves

cpp global-optimization

Last synced: 24 Mar 2025