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NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO
Created
2017-09-19
975 commits to main branch, last one 13 hours 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 10 months ago
:four_leaf_clover: Evolutionary optimization library for Go (genetic algorithm, partical swarm optimization, differential evolution)
Created
2016-01-31
351 commits to master branch, last one 2 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 11 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
831 commits to master branch, last one 24 days 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 4 years ago
[CCF-A] PyPop7: A Pure-Python Library for POPulation-based Black-Box Optimization (BBO), especially *Large-Scale* variants (including evolutionary algorithms, swarm-based randomized optimizers, patter...
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
8,032 commits to main branch, last one a day ago
A C++ library of Markov Chain Monte Carlo (MCMC) methods
Created
2017-08-12
85 commits to master branch, last one about a year 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 4 years 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
410 commits to master branch, last one 2 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
73 commits to main branch, last one 3 months ago
MetaDE is a GPU-accelerated evolutionary framework that optimizes Differential Evolution (DE) strategies via meta-level evolution. Supporting both JAX and PyTorch, it dynamically adapts mutation and c...
Created
2024-10-08
47 commits to main branch, last one 10 days ago
Implementation of data mining methods that use evolutionary algorithms
Created
2022-11-18
510 commits to main branch, last one 3 months ago
Exploration into the Firefly algorithm in Pytorch
Created
2024-09-08
22 commits to main branch, last one about a month ago
Code of the paper：A Self-adaptive Weighted Differential Evolution Approach for Large-scale Feature Selection --[Knowledge-Based Systems 22]
Created
2021-09-07
20 commits to master branch, last one 8 months ago