swarm-intelligence
There are 26 repositories under swarm-intelligence topic.
ljvmiranda921 / pyswarms
A research toolkit for particle swarm optimization in Python
Language:Python 1221thieu1995 / mealpy
A Collection Of The State-of-the-art Metaheuristic Algorithms In Python (Metaheuristic/Optimizer/Nature-inspired/Biology)
genetic-algorithmparticle-swarm-optimizationwhale-optimizationgrey-wolf-optimizerharris-hawks-optimizationdifferential-evolutionharris-hawks-optimizationghenry-gas-solubility-optimizationarithmetic-optimization-algorithmequilibrium-optimizerslime-mould-algorithmhunger-games-searchbio-inspired-optimizationnature-inspired-algorithmsswarm-intelligencelocation-optimizationproduction-planningschedule-optimizationsupply-chain-optimizationmetaheuristicsLanguage:Python 733BUAA-BDA / OpenHuFu
OpenHuFu is an open-sourced data federation system to support collaborative queries over multi databases with security guarantee.
Language:Java 7027ossam81 / EvoloPy
EvoloPy toolbox provides classical and recent nature-inspired metaheuristic for the global optimization.
Language:Jupyter Notebook 428- Language:Python 317
metauto-ai / GPTSwarm
🐝 GPTSwarm: LLM agents as (Optimizable) Graphs
Language:Python 303- lightdock
lightdock / lightdock
Protein-protein, protein-peptide and protein-DNA docking framework based on the GSO algorithm
proteinprotein-structureprotein-protein-interactionprotein-dockingswarm-intelligenceglowworm-swarm-optimizationprotein-dna-interactionspeptidesdnadockingartificial-intelligenceprotein-designproteomicsstructural-biologystructural-bioinformaticsbioinformaticsbioinformatics-toolchemistrymolecular-biologymolecular-structuresLanguage:Python 271 NiaOrg / NiaPy
Python microframework for building nature-inspired algorithms. Official docs: https://niapy.org
Language:Python 250Evolutionary-Intelligence / DistributedEvolutionaryComputation
A (still growing) paper list of Evolutionary Computation (EC) published in some (rather all) top-tier (and also EC-focused) journals and conferences. For EC-focused publications, only Parallel/Distributed EC are covered in the current version.
evolutionary-computationevolutionary-algorithmsdistributed-evolutionary-algorithmsparallel-evolutionary-algorithmsswarm-intelligenceautomlswarm-roboticsartificial-intelligencemachine-learningdistributed-artificial-intelligencenasgenetic-algorithmsevolutionary-strategiesgenetic-programmingparticle-swarm-optimizationant-colony-optimizationevolutionary-roboticsoptimization-algorithmskyegomez / swarms-pytorch
Swarming algorithms like PSO, Ant Colony, Sakana, and more in PyTorch 😊
Language:Python 86amineremache / qbso-fs
Python implementation of QBSO-FS : a Reinforcement Learning based Bee Swarm Optimization metaheuristic for Feature Selection problem.
Language:Jupyter Notebook 56firefly-cpp / FireflyAlgorithm
Implementation of Firefly Algorithm in Python
Language:Python 54SMARTlab-Purdue / SMARTmBOT
The goal of this repository is to introduce a new, customizable, scalable, and fully opensource mobile robot platform, called SMARTmBOT. This repository provides a guide, and all design files and source codes so that you can build your own SMARTmBOT. SMARTmBOT can be useful for studying the basics of robotics, especially mobile robotics. It can also be used to study advanced topics such as swarm robotics.
Language:C++ 50rochakgupta / aco-tsp
Solving Travelling Salesman Problem using Ant Colony Optimization
Language:Python 48- Language:Python 47
- Harris-Hawks-Optimization-Algorithm-and-Applications
aliasgharheidaricom / Harris-Hawks-Optimization-Algorithm-and-Applications
Source codes for HHO paper: Harris hawks optimization: Algorithm and applications: https://www.sciencedirect.com/science/article/pii/S0167739X18313530. In this paper, a novel population-based, nature-inspired optimization paradigm is proposed, which is called Harris Hawks Optimizer (HHO).
Language:MATLAB 45 gliderkite / formicarium
Ant colony simulator
Language:Rust 45Evolutionary Computation: A Modern Perspective ---> This is a free online book, which is actively updated now (from 2023 to 2027).
artificial-intelligenceevolutionary-algorithmsevolutionary-computationmachine-learningswarm-intelligencebio-inspired-computingbio-inspired-optimizationevolution-strategiesevolutionary-learningevolutionary-optimizationevolutionary-roboticsgenetic-algorithmsgenetic-programmingneuroevolutionquality-diversity- Slime-Mould-Algorithm-A-New-Method-for-Stochastic-Optimization-
In this paper, a new stochastic optimizer, which is called slime mould algorithm (SMA), is proposed based upon the oscillation mode of slime mould in nature. The proposed SMA has several new features with a unique mathematical model that uses adaptive weights to simulate the process of producing positive and negative feedback of the propagation wave of slime mould based on bio-oscillator to form the optimal path for connecting food with excellent exploratory ability and exploitation propensity. The proposed SMA is compared with up-to-date metaheuristics in an extensive set of benchmarks to verify the efficiency. Moreover, four classical engineering structure problems are utilized to estimate the efficacy of the algorithm in optimizing engineering problems. The results demonstrate that the algorithm proposed benefits from competitive, often outstanding performance on different search landscapes. The source codes and info of SMA are publicly available at: http://www.alimirjalili.com/SMA.html
Language:MATLAB 32 - Language:Python 32
SioKCronin / swarmopt
Swarm intelligence optimizer
Language:Python 32Lehnart / alife
A project to share on artificial life(Alife in short). It is essentially cellular automata but you could find also L-systems, swarm intelligence, physic simulations, etc.
Language:C 29Library of swarm-intelligence algorithms
- lightdock-python2.7
Protein-protein, protein-peptide and protein-DNA docking framework based on the GSO algorithm
Language:C++ 25 - Language:Java 24
- Language:C++ 24
ErfanFathi / pso
This repository include implementation of particle swarm optimization (pso) algorithm in C++
Language:C++ 23perseus784 / Self-organizing-bots
A group of small robots capable of organizing themselves in any given structure using OpenCV and Clustering.
Language:Python 22xiecong / Simple-Implementation-of-ML-Algorithms
My simplest implementations of common ML algorithms
Language:Python 20smkalami / path-planning
Mobile Robot Path Planning and Obstacle Avoidance Using PSO in Python
Language:Python 19- swarm_robotics_webots
aniruddhkb / swarm_robotics_webots
This is a repo containing my work in implementing common swarm robotics algorithms using the Webots simulator.
Language:Python 17 mrsonandrade / pyswarming
A research toolkit for Swarm Robotics.
Language:Python 16- Language:Python 15
herolab-uga / heroswarmv2
This repository contains the open-sourced codes and hardware designs of the Swarm Robot (heroswarmv2) designed at the Heterogeneous Robotics Research Lab (HeRoLab) at the University of Georgia.
Language:Python 14- Language:Python 14
philippnormann / ev-charging-optimization
⚡ A simulation of finding the shortest charging routes for electric vehicle fleets using ant colony optimization.
Language:Python 14
