firefly-algorithm

There are 4 repositories under firefly-algorithm topic.

• 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-optimizationtraveling-salesman-problemtsplib95tspacopypitspliboptimization-algorithmsswarmfirefly-algorithmcuckoo-searchlevy-walksheuristic-search-algorithmsheuristic-optimizationpsoparticle-swarm-optimizationartificial-bee-colonygrey-wolf-optimizergwowhale-optimization
  Language:Python 483

• 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-algorithmparticle-swarm-optimizationgenetic-algorithmdifferential-evolutionsalp-swarm-algorithmgrey-wolf-optimizersine-cosine-algorithmwrapperfeature-selectionclassificationmachine-learningdata-miningharris-hawks-optimizationbat-algorithmfirefly-algorithmflower-pollination-algorithmcuckoo-search
  Language:Python 233

• 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-learningfeature-selectiondata-miningmetaheuristicsparticle-swarm-optimizationgenetic-algorithmant-colony-optimizationdifferential-evolutiongrey-wolf-optimizerwhale-optimization-algorithmsalp-swarm-optimizationbat-algorithmcuckoo-searchfirefly-algorithmflower-pollination-algorithmant-lion-optimizermoth-flame-optimizationmulti-verse-optimizerharris-hawks-optimization
  Language:MATLAB 159

• doFighter / Computational-intelligence

  记录计算智能优化算法的学习笔记，通过阅读论文并复现的形式加深对相关的启发式智能优化的理解。

  particle-swarm-optimizationant-colony-algorithmwolf-pack-algorithmfirefly-algorithmharris-hawks-optimizersparrow-search-algorithm
  Language:MATLAB 84

• tomitomi3 / LibOptimization

  LibOptimization is numerical optimization algorithm library for .NET Framework. / .NET用の数値計算、最適化ライブラリ

  optimizationoptimization-algorithmsoptimization-algorithm-librarygenetic-algorithmparticle-swarm-optimizationfirefly-algorithmnelder-meadpsoderivative-free-algorithmalgorithmevolution-strategiesheuristic-optimizationoptimization-algorithmnumerical-optimization-library
  Language:Visual Basic .NET 56

• firefly-cpp / FireflyAlgorithm

  Implementation of Firefly Algorithm in Python

  firefly-algorithmoptimizationoptimization-algorithmsswarm-intelligence
  Language:Python 55
• ypea

  smkalami / ypea

  Yarpiz Evolutionary Algorithms Toolbox for MATLAB

  evolutionary-computationoptimization-algorithmsoptimizationmetaheuristicsgenetic-algorithmparticle-swarm-optimizationdifferential-evolutionbees-algorithmant-colony-optimizationartificial-bee-colonycma-escovariance-matrix-adaptationevolution-strategiesbiogeography-based-optimizationfirefly-algorithmharmony-searchimperialistic-competitive-algorithmsimulated-annealingtlboinvasive-weed-optimization
  Language:HTML 45

• ngc436 / OptimisationAlgorithms

  Searching global optima with firefly algorithm and solving traveling salesmen problem with genetic algorithm

  firefly-algorithmoptimizationgenetic-algorithmtravelling-salesman-problemglobal-optimizationbenchmark
  Language:Python 19

• MuonRay / QuantumNetworkSimulations

  A series of simulation codes used to emulate quantum-like networks in the simulation of emergent adaptive behavior, such as network synchronization, and relate the nature of the coupled harmonic oscillators with non-local behavior and chimera states in systems of quantum particles. Coding Used is based on mathematical modelling of transport in quantum many-body systems and networks made tractable using the quantum newtons cradle. A full showcase of this project is discussed in the following videos:https://www.youtube.com/watch?time_continue=115&v=WX3Ds_xCOaE

  simulationquantumquantum-algorithmsquantum-computingnetworksnetworks-biologyphysicsfirefly-algorithmkuramoto-modelchimera-statessynchronizationoscillatorsemergenceneuromorphicchaoscomplexityquantum-newtons-cradlequantum-chaos
  Language:Python 11

• alperbulbul1 / Feature-Selection-with-Firefly-Algorithm

  Feature selection with Firefly Algorithm

  pythonmachine-learningmetaheuristicsfirefly-algorithmfeature-selectionsklearn
  Language:Python 8

• SeyedMuhammadHosseinMousavi / Firefly-Algorithm-FA-Image-Segmentation-Using-Clustering

  Firefly Algorithm (FA) Image Segmentation Using Clustering

  clusteringfirefly-algorithmimage-segmentationmetaheuristicsoptimizationsegmentationfirefly-segmentation
  Language:MATLAB 8

• ShazibRahman / Green-light-timing-optimization-using-firefly-algorithm

  My academic project :- optimization of green signal timings of traffic light controllers using firefly algorithm

  traffic-controllerstraffic-flowfirefly-algorithm
  Language:Python 8

• zahidkizmaz / firefly-algorithm-tsp

  This repo solves TSP with Firefly algorithm.

  juliafirefly-algorithmtsp
  Language:Julia 7

• jasonma1127 / FireflyAlgorithm

  Using Firefly Algorithm to find the minimal solution of Rastrigin function and Styblinski-Tang function

  fireflyalgorithmfirefly-algorithm
  Language:Python 6

• nassimmokhtari / Improved-FireFly-Algorithm

  This project represents the implementation of the training-free model evaluation based on the Intra-Cluster Distance, and the improved firefly algorithm (IFA) used in our paper "Improving Neural Architecture Search by Mixing a FireFly algorithm with a Training Free Evaluation" published in IJCNN 2022

  deep-learningdeep-neural-networksnasneural-architecture-searchneural-networksevolutionary-algorithmsfirefly-algorithmtraining-free-nas
  Language:Python 6

• anggamaulana / svm-firefly-optimization

  This is my Implementation of firefly to find best C-Gamma Parameters for SVM, Optimisasi C dan Gamma parameter pada SVM

  svmfirefly-algorithm
  Language:Python 5

• jonasgrebe / bees-bats-fireflies

  Implementation of three nature-inspired search algorithms: Bees Algorithm, Bat Algorithm, and Firefly Algorithm

  metaheuristic-algorithmsmetaheuristic-optimisationbees-algorithmbat-algorithmfirefly-algorithmpython
  Language:HTML 5

• SeyedMuhammadHosseinMousavi / BBO-Firefly-Optimization-Algorithm

  BBO Firefly Optimization Algorithm

  firefly-algorithmbiogeography-based-optimizationbbo-algorithmlearninghybrid-evolutionary-algorithmregression
  Language:MATLAB 5

• SeyedMuhammadHosseinMousavi / Firefly-Regression-Algorithm

  Firefly Fuzzy Regression Algorithm

  regressionfirefly-algorithmfuzzy-logicfirefly-regressionfirefly-regression-algorithmlinear-regression
  Language:MATLAB 4

• ighosh98 / Firefly-Algorithm

  Code for Firefly Algorithm (FA) for multimodal optimization and a comparison with PSO Algorithm.

  firefly-algorithmfuzzy-logicpso-algorithm
  Language:Python 3

• SeyedMuhammadHosseinMousavi / Firefly-Algorithm-Image-Color-Quantization-Using-Clustering

  Firefly Algorithm Image Color Quantization Using Clustering

  de-algorithmdifferential-evolutionfirefly-algorithmimage-quantizationmetaheuristicsoptimizationclusteringimage-clustering
  Language:MATLAB 3

• AlTimofeyev / Optimization-Swarm_Optimization

  An implementation of 3 swarm optimization algorithms: Firefly Algorithm, Harmony Search and Particle Swarm. All algorithms are made to be modular and easily importable to other projects for use.

  algorithmoptimizationfirefly-algorithmharmony-searchparticle-swarm-optimization
  Language:C++ 2

• Nada-Khafagy / optimization_project

  optimize merging vehicles on highway ramps

  firefly-algorithmgenetic-algorithmmulti-agent-systemsoptimization-algorithmsparticle-swarm-optimizationsimulated-annealingsmart-vehiclesmerging-vehicles
  Language:Python 2

• SeyedMuhammadHosseinMousavi / Firefly-Algorithm-Clustering-with-Python

  Firefly Algorithm Clustering with Python

  clusteringfirefly-algorithmiris-datasetpython
  Language:Python 2

• smkalami / ypea112-firefly-algorithm

  Firefly Algorithm (FA) in MATLAB

  fireflyfirefly-algorithmmetaheuristicmetaheuristicsoptimizationswarm-intelligence
  Language:MATLAB 2

• zaleman / MOFA

  Multi-objective firefly algorithm

  multi-objective-optimizationevolutionary-computationswarm-intelligencemulti-objective-firefly-algorithmfirefly-algorithm
  2

• babakmohammadi / ANN-merged-with-the-firefly-algorithm

  ANN merged with the firefly algorithm

  artificial-neural-networkfirefly-algorithmtime-series-prediction
  Language:MATLAB 1

• e-aditi / mini-project-successful-try

  Mini Project 2022. ( sem - 6 )

  firefly-algorithmmatlaboptimization-algorithms
  Language:MATLAB 1

• Heyyassinesedjari / Neural-Networks-with-Firefly-Optimization-Algorithm

  This project presents a comparative analysis between the Firefly Optimization Algorithm (FOA) and the classical approach of gradient descent in optimizing a Neural Network.

  collective-intelligenceconvex-optimizationdeep-learningfirefly-algorithmgradient-descentswarm-intelligencecomparativepythonoptimizer
  1

• losedavidpb / firefly-algorithm-evolution

  Graphical evolution of the fireflies algorithm

  evolutionary-algorithmsfirefly-algorithmgraphicspython
  Language:Python 1

• MarcusAo / FireflyVina2LS

  FireflyVina2LS was developed based on the framework of PSOVina2LS. For more information about Vina, please visit http://vina.scripps.edu.

  firefly-algorithmautodock-vinakmeans-clusteringbfgs
  Language:C++ 1

• MuonRay / QuantumSyncTest

  Video Here: https://www.youtube.com/watch?v=yeqVSh1_8Hk Here are the C Codes that implement an experimental Firefly synchronization metaheuristic on ATMEL chips (ATtiny85 and ATmega) for use in demonstrating, on hardware, the quantum-like, neuromorphic behavior that emerges in systems of optically coupled oscillators. The PCB board used for the ATtiny85 chiptest is available for download here: https://oshpark.com/shared_projects/d4Sdp6CL

  atmega32attiny85chaosemergencefirefly-algorithmhardwaremetaheuristicsmuonrayneuromorphicpcbphysicsquantum-computingsimulationsynchronizationtesting
  Language:C 1

• rachmanz / Swarm-Intelligence

  The Repository dedicated to code and more for Swarm Intelligence furthermore.

  swarm-intelligenceagent-based-modelcuckoo-searchfirefly-algorithmbee-colony-optimization
  Language:Python 1

• rupeshsure / Diabetes-Predection-Project

  Enhancing The Performance Of Classifiers In Detecting Abnormalities In Medical Data Using Nature Inspired Optimization Techniques

  bat-algorithmdiabetes-predictionfirefly-algorithmgreywolfhtmlmachine-learningmachine-learning-algorithmsmedical-applicationnature-inspired-algorithmsniapythonrandomsearch-cvuser-interfacewebapplicationhybrid-bat
  Language:Jupyter Notebook 1

• SeyedMuhammadHosseinMousavi / HubLocationAllocation

  HubLocationAllocation

  de-algorithmfirefly-algorithmharmony-searchhs-algorithmshub-location-allocationmetaheuristicsoptimization
  1

• tardisman5197 / firefly-tree-lights

  An implementation of Firefly Synchronization for a Christmas tree display

  firefly-algorithmstandupmathsxmastree2021
  Language:Rust 1