nature-inspired-algorithms

There are 5 repositories under nature-inspired-algorithms topic.

thieu1995 / mealpy
A Collection Of The State-of-the-art Metaheuristic Algorithms In Python (Metaheuristic/Optimizer/Nature-inspired/Biology)
genetic-algorithm particle-swarm-optimization whale-optimization grey-wolf-optimizer harris-hawks-optimization differential-evolution harris-hawks-optimizationg henry-gas-solubility-optimization arithmetic-optimization-algorithm equilibrium-optimizer slime-mould-algorithm hunger-games-search bio-inspired-optimization nature-inspired-algorithms swarm-intelligence location-optimization production-planning schedule-optimization supply-chain-optimization metaheuristics
Language:Python 733
NiaOrg / NiaPy
Python microframework for building nature-inspired algorithms. Official docs: https://niapy.org
python microframework nature-inspired-algorithms swarm-intelligence optimization-algorithms hacktoberfest
Language:Python 250
shahind / Nature-Inspired-Algorithms
Sample Code Collection of Nature-Inspired Computational Methods
nature-inspired-algorithms nature-inspired-computation bio-inspired-optimization bio-inspired optimization optimization-algorithms
Language:MATLAB 40
timzatko / Sklearn-Nature-Inspired-Algorithms
Nature-inspired algorithms for hyper-parameter tuning of Scikit-Learn models.
python data-science nature-inspired-algorithms hyper-parameter-optimization hyper-parameter-tuning scikit-learn
Language:Python 28
lukapecnik / NiaAML
Python automated machine learning framework.
machine-learning automl nature-inspired-algorithms python framework classification classification-pipelines
Language:Python 27
jkpir / COA
A new metaheuristic for global optimization problems proposed in the IEEE Congress on Evolutionary Computation (CEC), 2018
global-optimization metaheuristics multimodal-optimization nature-inspired-algorithms optimization
Language:MATLAB 26
salar-shdk / nia
Nature Inspired Optimization Algorithms
python evolutionary-algorithms optimization-algorithms nature-inspired-algorithms genetic-algorithm particle-swarm-optimization nia algorithm optimization differential-evolution evolutionary-programming ant-colony-optimization artificial-bee-colony cuckoo-search grey-wolf-optimizer simulated-annealing-algorithm huristic nature-inspired-computation bioinspired
Language:Python 23
chasebk / code_OTWO_ELM
(Code) A new workload prediction model using extreme learning machine and enhanced tug of war optimization
opposition-based-learning tug-of-war-optimization meta-heuristics extreme-learning-machine time-series-forecasting nature-inspired-algorithms distributed-system swarm-optimization-algorithm evolution-algorithm soft-computing machine-learning neural-network genetic-algorithm particle-swarm-optimization whale-optimization internet-traffic-data
Language:Python 15
ncovic1 / Global-Optimization-Heuristic-Algorithms
global-optimization metaheuristic-search nature-inspired-algorithms wingsuit-flying
Language:MATLAB 10
thieu1995 / IntelELM
IntelELM: A Python Framework for Intelligent Metaheuristic-based Extreme Learning Machine
classification-models elm evolutionary-computation extreme-learning-machine genetic-algorithm machine-learning metaheuristic-algorithms nature-inspired-algorithms neural-networks particle-swarm-optimization regression-models scikit-learn swarm-intelligence-algorithms whale-optimization-algorithm metaheuristic-based-extreme-learning-machine mha-elm
Language:Jupyter Notebook 9
thieu1995 / MHA-TSP
Meta-Heuristic Algorithm for Travelling Salesman Problem
tsp travelling-salesman-problem discrete-optimization approximation-algorithm meta-heuristic-algorithm mealpy genetic-algorithm whale-optimization-algorithm particle-swarm-optimization nature-inspired-algorithms soft-computing swarm-intelligence
Language:Python 8
Xavier-MaYiMing / The-ripple-spreading-algorithm-for-the-shortest-path-problem
The ripple-spreading algorithm for the shortest path problem.
algorithm nature-inspired-algorithms python shortest-path-algorithm ripple-spreading-algorithm
Language:Python 8
karakatic / EvoPreprocess
A Python Toolkit for Data Preprocessing with Evolutionary and Nature-Inspired Algorithms.
machine-learning preprocessing nature-inspired-algorithms evolutionary-algorithms genetic-algorithm sampling feature-selection data-science
Language:Python 7
NiaOrg / NiaPy-examples
The repository containing more advanced examples of usage of NiaPy micro-framework.
cec-competitions examples nature-inspired-algorithms niapy niapy-micro-framework optimization python
Language:C++ 7
Shahul-Rahman / SPGD-Search-Party-Gradient-Descent-algorithm
SPGD: Search Party Gradient Descent algorithm, a Simple Gradient-Based Parallel Algorithm for Bound-Constrained Optimization. Link: https://www.mdpi.com/2227-7390/10/5/800
metaheuristics multi-armed-bandits optimization optimization-algorithms reinforcement-learning blackbox-optimization python python-optimization bio-inspired-optimization nature-inspired-algorithms optimization-methods
Language:Jupyter Notebook 7
guillaume-giannantonio / bat-algorithm
A simple JavaScript library implementing the Bat Algorithm for optimization problems.
algorithm algorithmic-optimization bat-algorithm feature-selection function-optimization global-optimization javascript library mathematical-optimization metaheuristic metaheuristics nature-inspired-algorithms nodejs npm npm-package open-source optimization optimization-problem parameter-tuning bat-algorithm-optimization
Language:JavaScript 5
pmacinec / transactions-fraud-detection
Transaction fraud detection using machine learning and nature inspired algorithms.
fraud-detection transactions machine-learning data-science nature-inspired-algorithms grey-wolves nature-inspired-computation gwo
Language:Jupyter Notebook 5
firefly-ids
Saket-Upadhyay / firefly-ids
Firefly inspired IDS for Nature-Inspired Cyber Security
cyber-security firefly nature-inspired-algorithms nics research-project
5
SeyedMuhammadHosseinMousavi / Bio-Inspired-Fossil-Image-Segmentation-for-Paleontology
Bio-Inspired Fossil Image Segmentation for Paleontology
evolutionary-algorithms image-segmentation metaheuristics nature-inspired-algorithms paleontology optimization cultural-evolution evolution-strategies pso simulated-annealing
Language:MATLAB 5
thieu1995 / EvoRBF
EvoRBF: A Python Library for Evolving Radial Basis Function Network by Intelligent Nature-inspired Algorithms
classification evolutionary-algorithms genetic-algorithm global-search gradient-free-optimization local-search machine-learning mealpy metaheuristic-algorithms nature-inspired-algorithms neural-network particle-swarm-optimization radial-basis-function radial-basis-function-network regression swarm-intelligence whale-optimization-algorithm gradient-free-rbf
Language:Python 4
thieu1995 / reflame
reflame: Revolutionizing Functional Link Neural Network by Metaheuristic Optimization
flnn functional-link-neural-network classification evolutionary-algorithms genetic-algorithm higher-order-functions machine-learning metaheuristic-algorithms nature-inspired-algorithms neural-network particle-swarm-optimization pytorch-model regression scikit-learn functional-link-artificial-neural-network higher-order-neural-network feed-forward-neural-networks optimization-algorithms shade whale-optimization-algorithm
Language:Python 4
chasebk / code_ISLO_ELM
A study on swarm intelligence optimizing neural networks for workload elasticity prediction
improved-sea-lion-optimization extreme-learning-machine functional-link-neural-network multi-layer-perceptron neural-network metaheuristic-algorithms nature-inspired-algorithms swarm-based-optimization time-series-prediction benchmark-functions cec2014 cec2015
Language:Jupyter Notebook 3
chasebk / code_OCRO_MLNN
Efficient Time-series Forecasting using Neural Network and Opposition-based Coral Reefs Optimization
meta-heuristics coral-reefs-optimization opposition-based-learning neural-networks time-series-forecasting nature-inspired-algorithms distributed-systems swarm-optimization-algorithm evolutionary-algorithms soft-computing machine-learning deep-learning long-short-term-memory recurrent-neural-networks genetic-algorithm particle-swarm-optimization whale-optimization harris-hawks-optimization
Language:Python 3
GGNoWayBack / cathodedataextractor
A document-level information extraction pipeline for layered cathode materials for sodium-ion batteries.
battery-information electrochemistry information-extraction materials-science nature-inspired-algorithms nature-language-process relation-extraction synthesis-parameters text-mining
Language:Python 3
roshni-b / Flower-Pollination
Flower Pollination Algorithm Optimization Problem
flower-pollination nature-inspired-algorithms optimization matlab pollination flower-pollination-algorithm
Language:MATLAB 3
shambakey1 / coevolutainary_strategy_based_adversial_search
adversial-search aind coevolutionary nature-inspired-algorithms
Language:Python 3
slewie / HypONIC
HypONIC is a hyperparameter optimization library that uses various nature inspired computing algorithms to optimize the hyperparameters of machine learning models. The library provides a simple interface for sklearn and keras models.
hyperparameter-optimization nature-inspired-algorithms genetic-algorithm metrics sklearn swarm-intelligence
Language:Python 3
thieu1995 / GrafoRVFL
GrafoRVFL: A Python Library for Maximizing Performance of Random Vector Functional Link Network with Gradient-Free Optimization
artificial-intelligence evolutionary-computing genetic-algorithm global-search machine-learning mealpy metaheuristics nature-inspired-algorithms neural-network optimization-algorithms particle-swarm-optimization whale-optimization-algorithm gradient-free-based-rvfl metaheuristic-algorithm random-vector-functional-link-neural-network rvfl-networks swarm-based-intelligence
Language:Python 3
zcebeci / adana
A Complete Toolbox for Adaptive and Hybrid Genetic Algorithms in R
genetic-algorithms evolutionary-algorithms nature-inspired-algorithms biologically-inspired-algorithm single-objective-optimization multi-objective-optimization global-optimization-algorithms data-science data-analysis adaptive-genetic-algorithms hybrid-genetic-algorithm
Language:R 3
AmitMandliya / multiple-sequence-alignment
Applying nature inspired ant colony optimization algorithm to solve the multiple sequence alignment problem in Julia language.
travelling-salesman-problem multiple-sequence-alignment ant-colony-optimization nature-inspired-algorithms molecular-biology optimization-algorithms
Language:Jupyter Notebook 2
leiluk1 / snake-game-ga
This project is intended for the "Nature Inspired Computing" course at Innopolis University. The project objective is to implement a version of classical Snake game with PyGame and apply Genetic Algorithm.
genetic-algorithm nature-inspired-algorithms pygame snake-game
Language:Jupyter Notebook 2
NaturalRuby
Saket-Upadhyay / NaturalRuby
Nature Inspired Algorithms in Ruby | Base project for Nature++
nature-inspired-algorithms ruby clever-algorithms nature-inspired-computation
Language:Ruby 2
Saket-Upadhyay / Nature-Inspired-Cybersecurity
Books, Papers, Articles and relevant Code for Nature Inspired Cybersecurity Concepts
nature-inspired-algorithms cybersecurity nature-inspired-cybersecurity
2
Xavier-MaYiMing / MCMOPOP
The ripple-spreading algorithm that determines all Pareto-optimal paths for the multi-category multi-objective path optimization problem.
multi-objective-optimization nature-inspired-algorithms python shortest-path-algorithm np-hard
Language:Python 2
Xavier-MaYiMing / The-ripple-spreading-algorithm-for-the-many-to-many-shortest-path-problem
The ripple-spreading algorithm for the many-to-many path optimization problem
many-to-many nature-inspired-algorithms python shortest-path-algorithm
Language:Python 2
Xavier-MaYiMing / The-ripple-spreading-algorithm-for-the-one-to-all-multi-objective-shortest-path-problem
The ripple-spreading algorithm that determines all Pareto-optimal paths from one node to all other nodes for the multi-objective shortest path problem.
multi-objective-optimization nature-inspired-algorithms np-hard one-to-all-path-optimization python shortest-path-algorithm
Language:Python 2

nature-inspired-algorithms

thieu1995 / mealpy

NiaOrg / NiaPy

shahind / Nature-Inspired-Algorithms

timzatko / Sklearn-Nature-Inspired-Algorithms

lukapecnik / NiaAML

jkpir / COA

salar-shdk / nia

chasebk / code_OTWO_ELM

ncovic1 / Global-Optimization-Heuristic-Algorithms

thieu1995 / IntelELM

thieu1995 / MHA-TSP

Xavier-MaYiMing / The-ripple-spreading-algorithm-for-the-shortest-path-problem

karakatic / EvoPreprocess

NiaOrg / NiaPy-examples

Shahul-Rahman / SPGD-Search-Party-Gradient-Descent-algorithm

guillaume-giannantonio / bat-algorithm

pmacinec / transactions-fraud-detection

Saket-Upadhyay / firefly-ids

SeyedMuhammadHosseinMousavi / Bio-Inspired-Fossil-Image-Segmentation-for-Paleontology

thieu1995 / EvoRBF

thieu1995 / reflame

chasebk / code_ISLO_ELM

chasebk / code_OCRO_MLNN

GGNoWayBack / cathodedataextractor

roshni-b / Flower-Pollination

shambakey1 / coevolutainary_strategy_based_adversial_search

slewie / HypONIC

thieu1995 / GrafoRVFL

zcebeci / adana

AmitMandliya / multiple-sequence-alignment

leiluk1 / snake-game-ga

Saket-Upadhyay / NaturalRuby

Saket-Upadhyay / Nature-Inspired-Cybersecurity

Xavier-MaYiMing / MCMOPOP

Xavier-MaYiMing / The-ripple-spreading-algorithm-for-the-many-to-many-shortest-path-problem

Xavier-MaYiMing / The-ripple-spreading-algorithm-for-the-one-to-all-multi-objective-shortest-path-problem