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NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO
Created
2017-09-19
968 commits to main branch, last one 6 days 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 6 months 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 9 months ago
OptimLib: a lightweight C++ library of numerical optimization methods for nonlinear functions
Created
2017-06-14
307 commits to master branch, last one 7 months ago
Evolutionary & genetic algorithms for Julia
Created
2014-09-08
199 commits to master branch, last one about a year 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
High-performance metaheuristics for optimization coded purely in Julia.
Created
2017-10-29
815 commits to master branch, last one 7 months ago
[***JMLR-2024***] PyPop7: A Pure-Python Library for POPulation-based Black-Box Optimization (BBO), especially *Large-Scale* versions/variants (e.g., evolutionary algorithms, swarm-based optimizers, pa...
direct-search
random-search
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
consensus-based-optimization
derivative-free-optimization
population-based-optimization
estimation-of-distribution-algorithms
Created
2021-01-26
7,788 commits to main branch, last one 8 days 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 10 months ago
Derivative-Free Global Optimization Algorithm (C++, Python binding) - Continuous, Discrete, TSP, NLS, MINLP
optimization
meta-heuristic
metaheuristics
genetic-algorithm
optimization-tools
global-optimization
integer-programming
optimization-methods
discrete-optimization
stochastic-optimizers
black-box-optimization
constraint-programming
differential-evolution
evolutionary-algorithms
optimization-algorithms
mathematical-programming
mathematical-optimization
mixed-integer-programming
hyperparameter-optimization
global-optimization-algorithms
Created
2016-07-13
409 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 2 years 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 8 months ago
Exploration into the Firefly algorithm in Pytorch
Created
2024-09-08
21 commits to main branch, last one 3 months ago