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NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO
Created
2017-09-19
940 commits to main branch, last one 26 days ago
:four_leaf_clover: Evolutionary optimization library for Go (genetic algorithm, partical swarm optimization, differential evolution)
Created
2016-01-31
348 commits to master branch, last one 3 months ago
A Collection Of The State-of-the-art Metaheuristic Algorithms In Python (Metaheuristic/Optimizer/Nature-inspired/Biology)
metaheuristics
genetic-algorithm
swarm-intelligence
whale-optimization
grey-wolf-optimizer
hunger-games-search
production-planning
equilibrium-optimizer
location-optimization
schedule-optimization
slime-mould-algorithm
differential-evolution
bio-inspired-optimization
harris-hawks-optimization
supply-chain-optimization
harris-hawks-optimizationg
nature-inspired-algorithms
particle-swarm-optimization
arithmetic-optimization-algorithm
henry-gas-solubility-optimization
Created
2020-03-16
1,759 commits to master branch, last one 16 days ago
OptimLib: a lightweight C++ library of numerical optimization methods for nonlinear functions
Created
2017-06-14
307 commits to master branch, last one 2 months ago
Evolutionary & genetic algorithms for Julia
Created
2014-09-08
199 commits to master branch, last one about a year ago
High-performance metaheuristics for optimization coded purely in Julia.
Created
2017-10-29
815 commits to master branch, last one about a month ago
This toolbox offers 13 wrapper feature selection methods (PSO, GA, GWO, HHO, BA, WOA, and etc.) with examples. It is simple and easy to implement.
wrapper
data-mining
bat-algorithm
cuckoo-search
classification
machine-learning
feature-selection
firefly-algorithm
genetic-algorithm
grey-wolf-optimizer
salp-swarm-algorithm
sine-cosine-algorithm
differential-evolution
harris-hawks-optimization
particle-swarm-optimization
flower-pollination-algorithm
whale-optimization-algorithm
Created
2020-12-25
38 commits to main branch, last one 3 years ago
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/...). [...
optimization
direct-search
random-search
metaheuristics
genetic-algorithms
global-optimization
evolution-strategies
black-box-optimization
differential-evolution
nonlinear-optimization
numerical-optimization
continuous-optimization
evolutionary-algorithms
optimization-algorithms
large-scale-optimization
zeroth-order-optimization
gradient-free-optimization
particle-swarm-optimization
derivative-free-optimization
population-based-optimization
Created
2021-01-26
6,763 commits to main branch, last one 17 hours ago
This toolbox offers more than 40 wrapper feature selection methods include PSO, GA, DE, ACO, GSA, and etc. They are simple and easy to implement.
data-mining
bat-algorithm
cuckoo-search
metaheuristics
machine-learning
feature-selection
firefly-algorithm
genetic-algorithm
ant-lion-optimizer
grey-wolf-optimizer
multi-verse-optimizer
differential-evolution
ant-colony-optimization
moth-flame-optimization
salp-swarm-optimization
harris-hawks-optimization
particle-swarm-optimization
flower-pollination-algorithm
whale-optimization-algorithm
Created
2020-12-09
34 commits to main branch, last one 3 years ago
A C++ library of Markov Chain Monte Carlo (MCMC) methods
Created
2017-08-12
85 commits to master branch, last one 4 months ago
Yet another black-box optimization library for Python
Created
2017-07-14
74 commits to master branch, last one about a year ago
Derivative-Free Global Optimization Method (C++, Python binding)
cma-es
nelder-mead
optimization
meta-heuristic
metaheuristics
genetic-algorithm
optimization-tools
optimization-methods
stochastic-optimizers
constraint-programming
differential-evolution
evolutionary-algorithms
optimization-algorithms
mixed-integer-programming
hyperparameter-optimization
stochastic-optimization-algorithms
Created
2016-07-13
402 commits to master branch, last one 3 months ago
Python library for stochastic numerical optimization
Created
2017-04-21
179 commits to master branch, last one about a year ago
Examples on numerical optimization
Created
2022-02-20
72 commits to main branch, last one 2 months ago