global-optimization
There are 163 repositories under global-optimization topic.
ljvmiranda921/pyswarms
A research toolkit for particle swarm optimization in Python
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.
PytLab/gaft
A Genetic Algorithm Framework in Python (not for production level)
chrisstroemel/Simple
Experimental Global Optimization Algorithm
david-m-rosen/SE-Sync
An implementation of the SE-Sync algorithm for synchronization over the special Euclidean group.
Evolutionary-Intelligence/pypop
[JMLR (CCF-A)] PyPop7: A Pure-PYthon LibrarY for POPulation-based Black-Box Optimization (BBO), especially *Large-Scale* algorithm variants (from evolutionary computation, swarm intelligence, statistics, operations research, machine learning, mathematical optimization, meta-heuristics, auto-control etc.). [https://jmlr.org/papers/v25/23-0386.html]
lanl-ansi/Alpine.jl
A Julia/JuMP-based Global Optimization Solver for Non-convex Programs
dme65/pySOT
Surrogate Optimization Toolbox for Python
baggepinnen/Hyperopt.jl
Hyperparameter optimization in Julia.
avaneev/biteopt
Derivative-Free Global Optimization Algorithm (C++, Python binding) - Continuous, Discrete, TSP, NLS, MINLP
thieu1995/opfunu
A collection of Benchmark functions for numerical optimization problems
PSORLab/EAGO.jl
A development environment for robust and global optimization
relf/egobox
Efficient global optimization toolbox in Rust: bayesian optimization, mixture of gaussian processes, sampling methods
coin-or/SHOT
A solver for mixed-integer nonlinear optimization problems
JuliaNonconvex/Nonconvex.jl
Toolbox for gradient-based and derivative-free non-convex constrained optimization with continuous and/or discrete variables.
scipopt/SCIP.jl
Julia interface to SCIP solver
pengsongyou/CalibrationWizard
[ICCV'19] Calibration Wizard: A Guidance System for Camera Calibration Based on Modelling Geometric and Corner Uncertainty
JuliaIntervals/IntervalOptimisation.jl
Rigorous global optimisation
aimclub/iOpt
Framework of intelligent optimization methods iOpt
sharma-n/global_optimization
Heuristic global optimization algorithms in Python
Evolutionary-Intelligence/EvolutionaryComputation-A-Modern-Perspective-ECAMP
Evolutionary Computation: A Modern Perspective |<...>| This is an online book, which is free-access and actively-updated (1st Edition: from 2023 to 2027).
Stefan-Endres/shgo
Simplicial Homology Global Optimization
adrianton3/pso.js
Particle swarm optimization library
MasashiSode/MOBO
constrained/unconstrained multi-objective bayesian optimization package.
lanl-ansi/MINLPLib.jl
A JuMP-based library of Non-Linear and Mixed-Integer Non-Linear Programs
serdarozkan/TikTak
TikTak: A multistart global optimization algorithm
nathanrooy/simulated-annealing
A simple, bare bones, implementation of simulated annealing optimization algorithm.
hpparvi/PyDE
Differential evolution global optimization in Python.
nestordemeure/Simplers
Rust implementation of the Simple(x) Global Optimization algorithm
ArdiaD/DEoptim
Differential evolution in R
Willtl/heurisko
C++ lib to perform continuous and combinatorial optimization metaheuristics with parallelism support.
jkpir/COA
A new metaheuristic for global optimization problems proposed in the IEEE Congress on Evolutionary Computation (CEC), 2018
ma921/SOBER
Fast Bayesian optimization, quadrature, inference over arbitrary domain with GPU parallel acceleration
costrouc/dftfit
Interatomic potential creating using DFT training data.
RobotMa/axxb_calibration
A Comprehensive AX = XB Calibration Solvers in Matlab
flame-code/FLAME
FLAME: a library for atomistic modeling environments