grey-wolf-optimizer

There are 6 repositories under grey-wolf-optimizer topic.

thieu1995 / mealpy
A Collection Of The State-of-the-art Metaheuristic Algorithms In Python (Metaheuristic/Optimizer/Nature-inspired/Biology)
arithmetic-optimization-algorithm bio-inspired-optimization differential-evolution equilibrium-optimizer genetic-algorithm grey-wolf-optimizer harris-hawks-optimization harris-hawks-optimizationg henry-gas-solubility-optimization hunger-games-search location-optimization metaheuristics nature-inspired-algorithms particle-swarm-optimization production-planning schedule-optimization slime-mould-algorithm supply-chain-optimization swarm-intelligence whale-optimization
Language:Python 759
swarmlib
HaaLeo / swarmlib
This repository implements several swarm optimization algorithms and visualizes them. Implemented algorithms: Particle Swarm Optimization (PSO), Firefly Algorithm (FA), Cuckoo Search (CS), Ant Colony Optimization (ACO), Artificial Bee Colony (ABC), Grey Wolf Optimizer (GWO) and Whale Optimization Algorithm (WOA)
ant-colony-optimization traveling-salesman-problem tsplib95 tsp aco pypi tsplib optimization-algorithms swarm firefly-algorithm cuckoo-search levy-walks heuristic-search-algorithms heuristic-optimization pso particle-swarm-optimization artificial-bee-colony grey-wolf-optimizer gwo whale-optimization
Language:Python 475
zhaohaojie1998 / Grey-Wolf-Optimizer-for-Path-Planning
灰狼优化算法(GWO)路径规划/轨迹规划/轨迹优化、多智能体/多无人机航迹规划
grey-wolf-optimizer gwo path-planning trajectory-optimization uav multi-agent-systems
Language:MATLAB 265
zoofs
jaswinder9051998 / zoofs
zoofs is a python library for performing feature selection using a variety of nature-inspired wrapper algorithms. The algorithms range from swarm-intelligence to physics-based to Evolutionary. It's easy to use , flexible and powerful tool to reduce your feature size.
machine-learning python evolutionary-algorithms genetic-algorithm feature-selection particle-swarm-optimization particle-swarm grey-wolf-optimizer grey-wolf supervised-learning machine-learning-algorithms machinelearning optimization optimization-algorithms optimization-methods optimization-tools subset-selection
Language:Python 236
JingweiToo / Wrapper-Feature-Selection-Toolbox-Python
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.
whale-optimization-algorithm particle-swarm-optimization genetic-algorithm differential-evolution salp-swarm-algorithm grey-wolf-optimizer sine-cosine-algorithm wrapper feature-selection classification machine-learning data-mining harris-hawks-optimization bat-algorithm firefly-algorithm flower-pollination-algorithm cuckoo-search
Language:Python 228
JingweiToo / Wrapper-Feature-Selection-Toolbox
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.
machine-learning feature-selection data-mining metaheuristics particle-swarm-optimization genetic-algorithm ant-colony-optimization differential-evolution grey-wolf-optimizer whale-optimization-algorithm salp-swarm-optimization bat-algorithm cuckoo-search firefly-algorithm flower-pollination-algorithm ant-lion-optimizer moth-flame-optimization multi-verse-optimizer harris-hawks-optimization
Language:MATLAB 158
alireza-mht / GreyWolfOptimization-MKSVM
Using GreyWolfOptimization for feature selection and multi kernel SVM for classification for Malware Hunting on IoT devices
gwo optimizer malware-research svm-classifier classification multi-kernel-svm feature-selection grey-wolf-optimizer malware-detection
Language:Python 40
alimirjalili / GWO
The GWO algorithm mimics the leadership hierarchy and hunting mechanism of grey wolves in nature. Four types of grey wolves such as alpha, beta, delta, and omega are employed for simulating the leadership hierarchy. In addition, three main steps of hunting, searching for prey, encircling prey, and attacking prey, are implemented to perform optimization. This is the source codes of the paper: S. Mirjalili, S. M. Mirjalili, A. Lewis, Grey Wolf Optimizer, Advances in Engineering Software, Volume 69, March 2014, Pages 46-61, ISSN 0965-9978, http://dx.doi.org/10.1016/j.advengsoft.2013.12.007. More information can be found in: http://www.alimirjalili.com/GWO.html
optimization heuristic-search-algorithms heuristics algorithms optimisation optimization-algorithms genetic-algorithm grey-wolf-optimizer gwo particle-swarm-optimization engineering engineering-optimisation seyedali-mirjalili
Language:MATLAB 32
JingweiToo / Advanced-Feature-Selection-Toolbox
This toolbox offers advanced feature selection tools. Several modifications, variants, enhancements, or improvements of algorithms such as GWO, FPA, SCA, PSO and SSA are provided.
salp-swarm-algorithm data-mining classification metaheuristics grey-wolf-optimizer whale-optimization-algorithm flower-pollination-algorithm sine-cosine-algorithm
Language:Python 29
JingweiToo / Binary-Grey-Wolf-Optimization-for-Feature-Selection
Demonstration on how binary grey wolf optimization (BGWO) applied in the feature selection task.
feature-selection classification machine-learning data-mining optimization dimensionality-reduction wrapper grey-wolf-optimizer
Language:MATLAB 29
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 25
koptimizer / my_Optimization-studio
Metaheuristic(Genetic algorithm, Particle swarm optimization, Cuckoo search, Grey wolf optimizer), Reinforcement Learning with Python
metaheuristics optimization metaheuristic cuckoo-search particle-swarm-optimization grey-wolf-optimizer genetic-algorithms
Language:Python 21
tabathaviso / UAV-swarm-path-planning
artificial-intelligence artificial-potential-field bio-inspired-optimization grey-wolf-optimizer heuristic-search-algorithms optimization-methods path-planning performance-analysis policy-gradient swarm-robotics uav hybrid-optimization-methods sota-technique state-of-the-art-models
Language:Python 11
Grv-Singh / Bag-of-Covolutional-Features
🕸 CNN + 🛍 BoVW + 💼 BoCF + 🐺 Grey Wolf Optimization & Comparision ⚖
bag-of-visual-words convolutional-filters covolutional-features testing convolutional-neural-networks image-classification segmentation grey-wolf-optimizer satellite satellite-imagery
Language:Python 9
sampatghosh / lppl-gwo-dp
lppl grey-wolf-optimizer covid19 differential-evolution stock-price-prediction stock-price-crash crude-oil
Language:Jupyter Notebook 4
Xavier-MaYiMing / Grey-Wolf-Optimizer
grey-wolf-optimizer metaheuristics nature-inspired-algorithm python
Language:Python 4
dzonimn / Zoolia.jl
Julia implementations of various animal-inspired optimizers
grey-wolf-optimizer optimisation optimisation-algorithms optimization optimization-algorithms optimization-methods optimizer optimizers whale-optimization whale-optimization-algorithm
Language:Julia 3
LinuxDevil / Research-IDS
This repository contains Python code for researching Intrusion Detection Systems (IDS) using various algorithms, including the Lion Optimization Algorithm (LOA), Artificial Bee Colony (ABC), and Grey Wolf Optimization (GWO).
intrusion-detection-system python research lion-optimization artificial-bee-colony bee-colony-optimization grey-wolf-optimizer
Language:Jupyter Notebook 2
adlyZaroui / metaheuristics-benchmark
Python3 framework for comparative study of recent metaheuristics
benchmark-framework bio-inspired-optimization differential-evolution equilibrium-optimizer grey-wolf-optimizer metaheuristic-optimisation simulated-annealing whale-optimization-algorithm
Language:Jupyter Notebook 1
Jayveersinh-Raj / Nature_Inspired_Computing_Labs
Solutions for Labs of Nature Inspired Computing course offered at Innopolis University
ant-colony-optimization beale cuckoo-search genetic-programming grey-wolf-optimizer mealpy particle-swarm-optimization rosenbrock-function scikit-opt
Language:Jupyter Notebook 1
0xdia / graph-coloring
graph-algorithms graph-coloring heuristics metaheuristics genetic-algorithm branch-and-bound tabu-search grey-wolf-optimizer
Language:Python 0
Fredick-nc / Electricity-Load-Prediction
Data Science Project (Australian Electricity Load Dataset Analysis)
genetic-algorithm lightgbm pso-algorithm random-forest svr xgboost extra-tree bi-lstm-model grey-wolf-optimizer lstm-neural-networks
Language:Jupyter Notebook 0
Samashi47 / Metaheuristics
Implementation of various metaheuristic algorithms in C++ and Python
cpp metaheuristics optimization python3 ant-lion-optimizer genetic-algorithm grey-wolf-optimizer multi-verse-optimizer simulated-annealing tabu-search
Language:C++
sippathamm / MTHPlanner
Path Planning with Metaheuristic Algorithms in C++
abc igwo ipso metaheuristic metaheuristic-algorithms path-planning artificial-bee-colony grey-wolf-optimizer gwo optimization particle-swarm-optimization pso swarm-intelligence
Language:C++