Projects in Awesome Lists tagged with swarm-intelligence

https://github.com/ljvmiranda921/pyswarms

A research toolkit for particle swarm optimization in Python

algorithm discrete-optimization global-optimization machine-learning metaheuristics optimization optimization-algorithms optimization-tools particle-swarm-optimization pso swarm-intelligence

Last synced: 17 Dec 2024

https://github.com/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

Last synced: 18 Dec 2024

https://github.com/metauto-ai/gptswarm

🐝 GPTSwarm: LLM agents as (Optimizable) Graphs

agent ai gpt multi-agent python reinforcement-learning self-improvement society-of-mind swarm-intelligence

Last synced: 09 Nov 2024

https://github.com/metauto-ai/GPTSwarm

🐝 GPTSwarm: LLM agents as (Optimizable) Graphs

agent ai gpt multi-agent python reinforcement-learning self-improvement society-of-mind swarm-intelligence

Last synced: 05 Nov 2024

https://github.com/7ossam81/EvoloPy

EvoloPy toolbox provides classical and recent nature-inspired metaheuristic for the global optimization.

evolutionary-algorithms framework metaheuristics optimization swarm-intelligence

Last synced: 15 Nov 2024

https://github.com/Pattio/DeepSwarm

Neural Architecture Search Powered by Swarm Intelligence 🐜

ant-colony-optimization machine-learning neural-architecture-search neural-network python swarm-intelligence

Last synced: 05 Nov 2024

https://github.com/kyegomez/swarms-pytorch

Swarming algorithms like PSO, Ant Colony, Sakana, and more in PyTorch 😊

artificial-intelligence firefly gpt4 hivemind machine-learning multimodal multimodal-deep-learning multimodality networks neural-network pso swarm-algorithm swarm-intelligence swarm-optimization swarm-robotics swarms swarms-of-agents

Last synced: 20 Dec 2024

https://github.com/firefly-cpp/fireflyalgorithm

Implementation of Firefly Algorithm in Python

firefly-algorithm optimization optimization-algorithms swarm-intelligence

Last synced: 21 Dec 2024

https://github.com/smartlab-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.

mobile-robot mobile-robots multi-robot-systems opensource-robots raspberry-pi-4 robot-platform ros2 smartlab swarm-intelligence swarm-robotics

Last synced: 11 Oct 2024

https://github.com/gliderkite/formicarium

Ant colony simulator

ants-simulator artificial-intelligence rust simulation swarm-intelligence zero-player-game

Last synced: 29 Oct 2024

https://github.com/nikorasu/pynboids

This is a Boids Simulation, written in Python with Pygame.

birds boid boids boids-algorithm boids-simulation emergent-behavior flocking flocking-algorithm flocking-simulation murmuration numpy pygame pygame2 python python3 schooling screensaver simulation spatial-partitioning swarm-intelligence

Last synced: 07 Nov 2024

https://github.com/lucidrains/firefly-torch

Exploration into the Firefly algorithm in Pytorch

differential-evolution fireflies genetic-algorithms swarm-intelligence

Last synced: 01 Nov 2024

https://github.com/perseus784/self-organizing-bots

A group of small robots capable of organizing themselves in any given structure using OpenCV and Clustering.

3d-models 3d-printing arduino c corner-harris esp8266 heirarchical-clustering master-slave nearest-neighbors opencv organizing-bots python robotics swarm swarm-intelligence wheeled-robots

Last synced: 11 Nov 2024

https://github.com/firefly-cpp/niaarm

A minimalistic framework for Numerical Association Rule Mining

association-rule-mining association-rules data-mining data-science evolutionary-algorithms swarm-intelligence

Last synced: 07 Nov 2024

https://github.com/nikorasu/pynants

Ant Pheromone Trail Simulation

agent-based agent-based-simulation ant ant-colony ant-colony-optimization ant-colony-simulation ant-simulation ants emergent-behavior foraging numpy pheromone pheromones pygame pygame2 python python3 simulation swarm-intelligence trails

Last synced: 07 Nov 2024

https://github.com/nishkarshraj/particle_swarm_intelligence

Project: An efficient approach to find the optimal network route using Swarm Intelligence.

devops git github makefile markdown network project pso-algorithm swarm-intelligence

Last synced: 10 Nov 2024

https://github.com/macoj/swarm_interaction_network

A network-based approach to study swarm intelligence

computational-intelligence graph-theory graphs influence network particle-swarm-optimization swarm swarm-intelligence

Last synced: 12 Nov 2024

https://github.com/firefly-cpp/uarmsolver

universal Association Rule Mining Solver

association-rule-mining data-mining data-science evolutionary-algorithms swarm-intelligence

Last synced: 07 Nov 2024

https://github.com/frgfm/drone-swarm

Simulation of swarm behaviour

c-plus-plus drones motion-planning pathfinding simulation swarm-intelligence

Last synced: 05 Dec 2024

https://github.com/thieu1995/mha-tsp

Meta-Heuristic Algorithm for Travelling Salesman Problem

approximation-algorithm discrete-optimization genetic-algorithm mealpy meta-heuristic-algorithm nature-inspired-algorithms particle-swarm-optimization soft-computing swarm-intelligence travelling-salesman-problem tsp whale-optimization-algorithm

Last synced: 20 Nov 2024

https://github.com/lisaong/diec

Workshop content for Designing Intelligent Edge Computing by NUS ISS

dask docker eclipse-iot edge-computing iota iss kapua kura microbit mqtt nus openai-gym-environment raspberry-pi-3 reinforcement-learning swarm-intelligence tensorflow tensorflow-lite

Last synced: 08 Nov 2024

https://github.com/materight/evolutionary-image-vectorization

An algorithm for vectorizing raster images based on genetic algorithms and swarm intelligence.

genetic-algorithm image-vectorization particle-swarm-optimization swarm-intelligence vector-graphics

Last synced: 09 Nov 2024

https://github.com/kyegomez/swarmalators

Pytorch Implementation of the Swarmalators algorithm from "Exotic swarming dynamics of high-dimensional swarmalators"

artificial-intelligence attention-is-all-you-need attention-mechanism machine-learning-algorithms multimodal multimodality swarm-cluster swarm-intelligence swarm-robotics swarms

Last synced: 09 Nov 2024

https://github.com/thieu1995/evorbf

EvoRBF: Evolving Radial Basis Function Network by Intelligent Nature-inspired Algorithms

classification evolutionary-algorithms genetic-algorithm global-search gradient-free-optimization gradient-free-rbf 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

Last synced: 20 Nov 2024

https://github.com/kyegomez/odin

SOTA Classification at scale for UAVs, Drones, and much more

computer-vision multimodal multimodal-data multimodal-deep-learning swarm-intelligence

Last synced: 09 Nov 2024

https://github.com/tugot17/swarm-algorithms

Python implementation of swarm algorithms used for solving non-convex optimization problems

artificial-algea particle-swarm-optimization self-propelled swarm-algorithm swarm-intelligence

Last synced: 21 Nov 2024

https://github.com/drakmord2/aco-router

Ant Colony Optimization for road trips

ant-colony-optimization artificial-intelligence nodejs swarm-intelligence

Last synced: 08 Nov 2024

https://github.com/thenocturnalguy/pso-project

An improvement in convergence rate in the Particle Swarm Optimization Algorithm. The code is written in Matlab. This was my B.Sc. final year project.

algorithm matlab pso swarm-intelligence

Last synced: 15 Dec 2024

https://github.com/adzialocha/swarm-animism

CTM HackLab 2018

animals ctm flocking hacking swarm-intelligence

Last synced: 05 Nov 2024

https://github.com/chen0040/cs-swarm-intelligence

Swam intelligence for numerical optimization implemented in .NET

ant-colony-optimization ant-colony-systems bees-algorithm particle-swarm-optimization pso swarm-intelligence swarm-intelligence-algorithms

Last synced: 16 Dec 2024

https://github.com/wandmalfarbe/glowworm-swarm-optimization-java

A Java implementation and visualization of the glowworm swarm optimization (GSO) algorithm invented by Krishnanand N. Kaipa and Debasish Ghose.

glow-worm glowworm-swarm-optimization java javafx metaheuristics nature-inspired-computation optimization-algorithms swarm-intelligence swarm-intelligence-algorithms visualization

Last synced: 13 Nov 2024

https://github.com/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.

genetic-algorithm hyperparameter-optimization metrics nature-inspired-algorithms sklearn swarm-intelligence

Last synced: 27 Oct 2024

https://github.com/sraaphorst/dispersive-flies-optimization

A Python implementation of the Dispersive Flies Optimization algorithm, and an implementation to find Steiner systems

flies heuristic-search-algorithms particle-swarm-optimization pso python3 sqs steiner-systems sts swarm-intelligence swarm-intelligence-algorithms

Last synced: 09 Nov 2024

https://github.com/sreeshaks/iot-platform

Connecting things

artificial-intelligence blockchain connectivity data-science deep-learning distributed-computing economics evolution evolution-simulator gpu iot machine-learning node-js private-blockchain python simulation-modeling smart-cities swarm-intelligence symbiosis time-machine

Last synced: 13 Dec 2024

https://github.com/aminehorseman/butterfly-optimization-algorithms

Implementing several variants of the Butterfly Optimization Algorithm to solve global optimization problems

algorithms bio-inspired boa butterfly-optimization combinatorial-optimization metaheuristics numerical-optimization optimization optimization-algorithms robotics swarm-intelligence xboa

Last synced: 15 Nov 2024

https://github.com/bundasmanu/skin_mnist

Analysis of Skin Cancer MNIST: HAM10000

alexnet convolutional-neural-networks densenets hyperparameter-optimization particle-swarm-optimization python resnet swarm-intelligence vggnet

Last synced: 07 Nov 2024

https://github.com/nikorasu/nantarray

An array-based cellular-automata implementation of my ant pheromone simulation!

ant-colony ant-colony-optimization ant-colony-simulation ant-simulation ants ants-simulator array cellular-automata emergent-behavior numpy numpy-arrays pheromone pheromones python python3 simulation swarm-intelligence trails

Last synced: 07 Nov 2024

https://github.com/we-gold/slam-maze-explorer

Autonomous agents collaboratively explore and escape a maze-like environment.

ai javascript maze slam swarm-intelligence

Last synced: 10 Nov 2024

https://github.com/nishnash54/fabso

Implementation of the Fitness-Distance-Ratio Archive-Based Swarm Optimization (FABSO) algorithm

fitness-function optimization-algorithms particle-swarm-optimization pso swarm-intelligence

Last synced: 16 Dec 2024

https://github.com/konrad1991/opti

Numerical optimization using particle swarm algorithm

numerical-optimization particle-swarm-optimization pso pso-algorithm swarm-intelligence topology

Last synced: 16 Dec 2024

https://github.com/cptanalatriste/ant-colony-tsp

Supporting code for lesson on Swarm Intelligence

ant-colony-optimization swarm-intelligence travelling-salesman-problem

Last synced: 13 Nov 2024

https://github.com/bay0/swarm

A flexible and efficient Particle Swarm Optimization (PSO) implementation in Go. This library provides a concurrent PSO algorithm with customizable parameters, suitable for solving a wide range of optimization problems.

go golang metaheuristic numerical-optimization optimization particle-swarm-optimization pso swarm-intelligence

Last synced: 07 Dec 2024

https://github.com/drakmord2/node-swarm-intelligence

NodeJS implementation of Swarm Intelligence algorithms

artificial-intelligence expressjs gui nodejs swarm-intelligence visualization

Last synced: 08 Nov 2024

https://github.com/sarthakjshetty/weight

Probabilistic path planning for multi-robot systems. Published in CONNECCT 2021 & Elseiver 2021.

robotics ros swarm-intelligence swarm-robotics

Last synced: 10 Nov 2024

https://github.com/gijs-pennings/dispersive-flies

Visualization of swarm intelligence (mouse tracking)

metaheuristics swarm-intelligence visualization

Last synced: 17 Nov 2024

https://github.com/sarthakjshetty/transient

Developing swarm intelligence models for robots inspired by transient behaviour of ant swarms

animal-behavior collective-behaviour robotics ros swarm-intelligence swarm-robotics

Last synced: 10 Nov 2024

https://github.com/maxbubblegum47/squeamish_ants

Project about swarm Intelligence. It concerns an ant colony and a predator that tries to kill them. The ants can avoid it feeling its scent. There are some plots in order to see the growth of the population of the killers and the ants, and you can also make them both reproduce. Enjoy!

ai ants netlogo squeamish-ants swarm-intelligence unimore-informatica

Last synced: 29 Nov 2024

https://github.com/jeffasante/ant-colony-rl

An interactive ant colony simulation using reinforcement learning (Q-learning) implemented in JavaScript and HTML5 Canvas. Features real-time visualization of ants foraging for food, pheromone trails, and adaptive behavior over multiple episodes. Demonstrates emergent swarm intelligence and basic AI principles.

mathematical-modelling q-learning-algorithm reinforcement-learning swarm-intelligence vanilla-javascript

Last synced: 23 Nov 2024

https://github.com/bundasmanu/breast_histopathology

Analysis of Breast Cancer Dataset.

alexnet breast-histopathology convolutional-neural-network densenet densenets hyperparameter-optimization neural-network particle-swarm-optimization python resnet swarm-intelligence vggnet

Last synced: 07 Nov 2024

https://github.com/bundasmanu/projetomestrado

Django Application for Biomedical Diagnostic, using computational evolution techniques.

convolutional-neural-networks django hyperparameter-optimization image-prediction medical-imaging particle-swarm-optimization python swarm-intelligence website

Last synced: 07 Nov 2024

https://github.com/haydenshively/battle-code-2019

code for MIT's 2019 Battle Code competition

battlecode swarm-intelligence

Last synced: 02 Dec 2024

https://github.com/qc20/slimemolds

This project is an interactive visualization that explores the fascinating world of emergent behaviors and self-organizing systems. Inspired by the remarkable abilities of Physarum polycephalum (slime mold), this simulation demonstrates how complex patterns can arise from simple, decentralized decision-making processes.

adaptive-systems bio-inspired biomimicry computational-design creative-coding design-patterns front-end-development generative-art generative-design interactive-visualizations nature-inspired-algorithms p5js swarm-intelligence ux-design ux-experience ux-ui web-animation webdevelopment