harris-hawks-optimization

Harris Hawks Optimization (HHO) is a nature-inspired metaheuristic algorithm that simulates the cooperative hunting behavior of Harris' hawks. Widely used in engineering, machine learning, and resource allocation, HHO is renowned for its simplicity, versatility, and effectiveness in finding global optima.

computer-science engineering optimization artificial-intelligence evolutionary-algorithms optimization-algorithms hho metaheuristic-algorithms harris-hawks-optimization

UpdatedNov 27, 2024
MATLAB

cahitberkay /Harris-Hawks-Optimization-HHO---Python-Code

Star32

Harris Hawks Optimization (HHO) - Python Code

python algorithm optimization optimization-algorithms hho harris-hawks-optimization

UpdatedJun 8, 2019
Python

AbdelazimHussien /MetaheuristicsAlgorithms.jl

Star25

This is a collection of Metaheuristics Algorithms written in Julia

harris-hawks-optimization ant-lion-optimizer arithmetic-optimization-algorithm artificial-electric-field-algorithm artificial-ecosystem-based-optimization ali-baba-and-the-forty-thieves artificial-hummingbird-algorithm artificial-protozoa-optimizer artificial-rabbits-optimization african-vultures-optimization-algorithm snake-optimizer fick-s-law-algorithm

UpdatedJul 12, 2025
Julia

thieu1995 /MHA-FS

Star21

The biggest module developed with complete focus on Feature Selection (FS) using Meta-Heuristic Algorithm / Nature-inspired evolutionary / Swarm-based computing.

machine-learning optimization genetic-algorithm feature-selection feature-extraction dimensionality-reduction feature-engineering lda decision-tree-classifier svm-classifier pso classification-model cnn-classification knn-classifier whale-optimization harris-hawks-optimization equilibrium-optimizer mealpy

UpdatedJun 15, 2023
Python

JingweiToo /Binary-Harris-Hawk-Optimization-for-Feature-Selection

Star14

The binary version of Harris Hawk Optimization (HHO), called Binary Harris Hawk Optimization (BHHO) is applied for feature selection tasks.

machine-learning data-mining optimization feature-selection classification dimensionality-reduction harris-hawks-optimization

UpdatedJan 10, 2021
MATLAB

Reza-Rezvan /LSTM_HHO

Star8

An LSTM model optimized with Harris Hawks Optimization (HHO) for customizable time series forecasting using your own dataset

python machine-learning deep-learning time-series tensorflow optimization lstm forecasting harris-hawks-optimization

UpdatedApr 8, 2025
Python

erickre12 /An-efficient-Harris-hawks-inspired-image-segmentation-method-MCET-HHO-

Star8

Multilevel thresholding segmentation method

optimization image-segmentation metaheuristics harris-hawks-optimization mammography minimum-cross-entropy

UpdatedJan 18, 2022
MATLAB

chasebk /code_OCRO_MLNN

Star4

Efficient Time-series Forecasting using Neural Network and Opposition-based Coral Reefs Optimization

distributed-systems machine-learning deep-learning genetic-algorithm recurrent-neural-networks neural-networks evolutionary-algorithms particle-swarm-optimization soft-computing long-short-term-memory meta-heuristics time-series-forecasting nature-inspired-algorithms opposition-based-learning coral-reefs-optimization whale-optimization harris-hawks-optimization swarm-optimization-algorithm

UpdatedJun 25, 2021
Python

biad-iritie /Naive_Bayes-with-RKDE_HHO

Star4

Proposing a novel approach on using Naives Bayes by using Robust Kernel Density Estimation (RKDE) and optimising the bandwith(h) with Harris Hawks Optimization (HHO)

machine-learning kernel numpy sklearn jupyter-notebook pandas python3 cvxopt gaussian-distribution matplotlib-pyplot harris-hawks-optimization mealpy