swarm-intelligence | Topic | Ecosyste.ms: Repos

Topic: "swarm-intelligence"

ljvmiranda921/pyswarms

A research toolkit for particle swarm optimization in Python

Language: Python - Size: 64 MB - Last synced at: 3 days ago - Pushed at: 9 months ago - Stars: 1,332 - Forks: 337

thieu1995/mealpy

A Collection Of The State-of-the-art Metaheuristic Algorithms In Python (Metaheuristic/Optimizer/Nature-inspired/Biology)

Language: Python - Size: 15 MB - Last synced at: 3 days ago - Pushed at: 9 months ago - Stars: 1,010 - Forks: 204

metauto-ai/GPTSwarm

🐝 GPTSwarm: LLM agents as (Optimizable) Graphs

Language: Python - Size: 18.8 MB - Last synced at: 26 days ago - Pushed at: 4 months ago - Stars: 831 - Forks: 62

BUAA-BDA/OpenHuFu

OpenHuFu is an open-sourced data federation system to support collaborative queries over multi databases with security guarantee.

Language: Java - Size: 9.36 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 722 - Forks: 291

7ossam81/EvoloPy

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

Language: Python - Size: 477 KB - Last synced at: 9 days ago - Pushed at: 26 days ago - Stars: 469 - Forks: 236

lightdock/lightdock

Protein-protein, protein-peptide and protein-DNA docking framework based on the GSO algorithm

Language: Python - Size: 93.3 MB - Last synced at: about 23 hours ago - Pushed at: 1 day ago - Stars: 336 - Forks: 47

Pattio/DeepSwarm

Neural Architecture Search Powered by Swarm Intelligence 🐜

Language: Python - Size: 98.6 KB - Last synced at: about 1 month ago - Pushed at: about 4 years ago - Stars: 325 - Forks: 38

NiaOrg/NiaPy

Python microframework for building nature-inspired algorithms. Official docs: https://niapy.org

Language: Python - Size: 11.9 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 267 - Forks: 81

Evolutionary-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.

Size: 158 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 136 - Forks: 34

kyegomez/swarms-pytorch

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

Language: Python - Size: 58.2 MB - Last synced at: about 11 hours ago - Pushed at: about 1 month ago - Stars: 122 - Forks: 10

firefly-cpp/FireflyAlgorithm

Implementation of Firefly Algorithm in Python

Language: Python - Size: 310 KB - Last synced at: 8 days ago - Pushed at: 4 months ago - Stars: 59 - Forks: 28

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.

Language: C++ - Size: 284 MB - Last synced at: about 1 month ago - Pushed at: about 3 years ago - Stars: 59 - Forks: 17

Nikorasu/PyNBoids

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

Language: Python - Size: 2.03 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 56 - Forks: 13

amineremache/qbso-fs

Python implementation of QBSO-FS : a Reinforcement Learning based Bee Swarm Optimization metaheuristic for Feature Selection problem.

Language: Jupyter Notebook - Size: 4.69 MB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 52 - Forks: 15

gliderkite/formicarium

Ant colony simulator

Language: Rust - Size: 12.1 MB - Last synced at: 5 days ago - Pushed at: over 3 years ago - Stars: 50 - Forks: 2

CohumanSpace/digimon-engine

Digimon Engine — Multi-Agent, Multi-Player Framework for AI-Native Games and Agentic Metaverse

Language: TypeScript - Size: 27.3 MB - Last synced at: 27 days ago - Pushed at: 27 days ago - Stars: 46 - Forks: 3

lucidrains/firefly-torch

Exploration into the Firefly algorithm in Pytorch

Language: Python - Size: 27.3 KB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 37 - Forks: 2

rochakgupta/aco-tsp

Solving Travelling Salesman Problem using Ant Colony Optimization

Language: Python - Size: 327 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 36 - Forks: 21

SioKCronin/swarmopt

Swarm intelligence optimizer

Language: Python - Size: 26.4 MB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 34 - Forks: 11

aliasgharheidaricom/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 - Size: 3.07 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 33 - Forks: 10

Lehnart/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 - Size: 468 KB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 31 - Forks: 0

zoharbabin/enterprise-ai-agents-spec

An open-source, detailed blueprint for implementing highly scalable swarms of specialized AI Agents in enterprise product development, emphasizing parallelization, robust governance, compliance, and minimal human oversight

Language: Shell - Size: 249 KB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 30 - Forks: 8

SioKCronin/library-of-swarm-intelligence-algorithms

Library of swarm-intelligence algorithms

Size: 10.7 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 26 - Forks: 10

mrsonandrade/pyswarming

A research toolkit for Swarm Robotics.

Language: Python - Size: 2.17 MB - Last synced at: 4 days ago - Pushed at: 10 months ago - Stars: 24 - Forks: 5

ErfanFathi/pso

This repository include implementation of particle swarm optimization (pso) algorithm in C++

Language: C++ - Size: 1.9 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 24 - Forks: 3

jbotsim/JBotSim

JBotSim Core Files

Language: Java - Size: 2.86 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 24 - Forks: 18

lightdock/lightdock-python2.7

Protein-protein, protein-peptide and protein-DNA docking framework based on the GSO algorithm

Language: C++ - Size: 64 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 24 - Forks: 9

materight/evolutionary-image-vectorization

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

Language: Python - Size: 52.5 MB - Last synced at: 10 days ago - Pushed at: over 3 years ago - Stars: 22 - Forks: 4

perseus784/Self-organizing-bots

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

Language: Python - Size: 10.1 MB - Last synced at: 5 days ago - Pushed at: over 4 years ago - Stars: 22 - Forks: 7

jharwell/fordyca

Recursive task allocation approach to foraging in swarm robotics. ARGoS and ROS.

Language: C++ - Size: 15.7 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 21 - Forks: 6

firefly-cpp/NiaARM

A minimalistic framework for Numerical Association Rule Mining

Language: Python - Size: 44 MB - Last synced at: 3 days ago - Pushed at: 11 days ago - Stars: 17 - Forks: 8

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 - Size: 206 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 17 - Forks: 5

xiecong/Simple-Implementation-of-ML-Algorithms

My simplest implementations of common ML algorithms

Language: Python - Size: 25.4 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 17 - Forks: 10

Nikorasu/PyNAnts

Ant Pheromone Trail Simulation

Language: Python - Size: 7.73 MB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 16 - Forks: 5

AAFun/pybas

Beetle Antennae Search Algorithm for python 3.x

Language: Python - Size: 6.84 KB - Last synced at: 4 months ago - Pushed at: over 4 years ago - Stars: 16 - Forks: 5

firefly-cpp/uARMSolver

universal Association Rule Mining Solver

Language: C++ - Size: 895 KB - Last synced at: about 1 month ago - Pushed at: 2 months ago - Stars: 14 - Forks: 12

NishkarshRaj/Particle_Swarm_Intelligence

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

Language: C - Size: 727 KB - Last synced at: 25 days ago - Pushed at: over 1 year ago - Stars: 14 - Forks: 3

aniruddhkb/swarm_robotics_webots 📦

This is a repo containing my work in implementing common swarm robotics algorithms using the Webots simulator.

Language: Python - Size: 1.59 MB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 14 - Forks: 4

macoj/swarm_interaction_network

A network-based approach to study swarm intelligence

Language: Jupyter Notebook - Size: 13.3 MB - Last synced at: 16 days ago - Pushed at: 8 months ago - Stars: 13 - Forks: 5

philippnormann/ev-charging-optimization

⚡ A simulation of finding the shortest charging routes for electric vehicle fleets using ant colony optimization.

Language: Python - Size: 3.22 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 13 - Forks: 1

smkalami/path-planning

Mobile Robot Path Planning and Obstacle Avoidance Using PSO in Python

Language: Python - Size: 1.43 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 12 - Forks: 5

aliasgharheidaricom/RIME-A-physics-based-optimization

RIME A physics based optimization algorithm, Neurocomputing, 2023 https://doi.org/10.1016/j.neucom.2023.02.010, This paper proposes an efficient optimization algorithm based on the physical phenomenon of rime-ice

Language: MATLAB - Size: 27.1 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 11 - Forks: 1

zaman13/Particle-Swarm-Optimization-Fortran-95

A Fortran 95 code for Particle Swarm Optimization. The code is general. The fitness function is defined in a separate file and can be replaced by any user defined fitness function.

Language: Fortran - Size: 130 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 11 - Forks: 1

ganyariya/MTSP_ACO

multi traveling salesman problem with ant colony optimization

Language: Python - Size: 248 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 11 - Forks: 3

amineHorseman/butterfly-optimization-algorithms

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

Language: Python - Size: 204 KB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 10 - Forks: 2

rystrauss/boids

Craig Reynolds' Boids model for simulating the flocking behavior of birds.

Language: C++ - Size: 27.4 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 9 - Forks: 6

thieu1995/MHA-TSP

Meta-Heuristic Algorithm for Travelling Salesman Problem

Language: Python - Size: 6.68 MB - Last synced at: about 1 month ago - Pushed at: almost 3 years ago - Stars: 9 - Forks: 4

akaysh/SpiderMonkey.jl

A Julia package for Spider Monkey Optimization.

Language: Julia - Size: 523 KB - Last synced at: 4 months ago - Pushed at: over 3 years ago - Stars: 9 - Forks: 0

Pawan300/Movie-Recommendation

Language: Python - Size: 2.41 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 9 - Forks: 1

ali-ece/Design-of-optimal-CMOS-ring-oscillator-using-an-intelligent-optimization-tool

This paper presents an intelligent sizing method to improve the performance and efficiency of a CMOS Ring Oscillator (RO). The proposed approach is based on the simultaneous utilization of powerful and new multi-objective optimization techniques along with a circuit simulator under a data link. The proposed optimizing tool creates a perfect tradeoff between the contradictory objective functions in CMOS RO optimal design. This tool is applied for intelligent estimation of the circuit parameters (channel width of transistors), which have a decisive influence on RO specifications. Along the optimal RO design in an specified range of oscillaton frequency, the Power Consumption, Phase Noise, Figure of Merit (FoM), Integration Index, Design Cycle Time are considered as objective functions. Also, in generation of Pareto front some important issues, i.e. Overall Nondominated Vector Generation (ONVG), and Spacing (S) are considered for more effectiveness of the obtained feasible solutions in application. Four optimization algorithms called Multi-Objective Genetic Algorithm (MOGA), Multi-Objective Inclined Planes system Optimization (MOIPO), Multi-Objective Particle Swarm Optimization (MOPSO) and Multi-Objective Modified Inclined Planes System Optimization (MOMIPO) are utilized for 0.18-mm CMOS technology with supply voltage of 1-V. Baesd on our extensive simulations and experimental results MOMIPO outperforms the best performance among other multi-objective algorithms in presented RO designing tool.

Size: 10.9 MB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 9 - Forks: 2

hex-plex/KiloBot-MultiAgent-RL

This is an experimentation of MultiAgent Reinforcement learning

Language: Python - Size: 76.1 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 9 - Forks: 4

rmvanarse/swarmbots

Automation of a decentralized swarm of autonomous mobile robots to perform various tasks through swarm-intelligence algorithms.

Language: C - Size: 15.3 MB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 9 - Forks: 6

nedeljkovignjevic/pso

Using particle swarm optimization (PSO) algorithm for training artificial neural networks

Language: Python - Size: 19.5 KB - Last synced at: 12 months ago - Pushed at: over 5 years ago - Stars: 9 - Forks: 4

frgfm/drone-swarm

Simulation of swarm behaviour

Language: C++ - Size: 143 KB - Last synced at: about 1 month ago - Pushed at: about 6 years ago - Stars: 9 - Forks: 6

HobbySingh/Tight_Multi_Robot_Coordination

Tight multi robot coordination for a multi agent system where the communication range is constrained and the agents need to coordinate and reach there goal destination without violating the range barrier in an obstacle environment.

Language: Matlab - Size: 7.81 KB - Last synced at: about 2 years ago - Pushed at: about 8 years ago - Stars: 9 - Forks: 6

immanencer/cosyworld8

a simple agentic swarm framework

Language: JavaScript - Size: 10.8 MB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 8 - Forks: 4

kyegomez/swarmalators

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

Language: Python - Size: 2.16 MB - Last synced at: 10 days ago - Pushed at: 6 months ago - Stars: 8 - Forks: 0

lisaong/diec 📦

Workshop content for Designing Intelligent Edge Computing by NUS ISS

Language: Jupyter Notebook - Size: 20.8 MB - Last synced at: 29 days ago - Pushed at: over 2 years ago - Stars: 8 - Forks: 5

anilharish/Robotics

Robotics Projects

Language: Pascal - Size: 1.09 MB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 8 - Forks: 7

mbalchanowski/Ant-Colony-System

Simple console implementation of the Ant Colony System (ACS) algorithm

Language: C# - Size: 16.6 KB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 8 - Forks: 2

tinagui/Swarm-Intelligence-in-Social-Media

Swarm Intelligence in Social Media (source code, algorithm description, publications and etc)

Size: 1.74 MB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 8 - Forks: 1

thieu1995/EvoRBF

EvoRBF: A Nature-inspired Algorithmic Framework for Evolving Radial Basis Function Networks

Language: Python - Size: 3.99 MB - Last synced at: 5 days ago - Pushed at: 5 months ago - Stars: 7 - Forks: 1

caio-davi/PSO-PINN

Physics-Informed Neural Networks Trained with Particle Swarm Optimization

Language: Python - Size: 10.3 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 7 - Forks: 5

sarthak268/Swarm_Intelligence_Models

Implementation of Popular Swarm Intelligence Models

Language: Python - Size: 20.3 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 7 - Forks: 0

RUC-GSAI/YuLan-SwarmIntell

🐝 SwarmBench: Benchmarking LLMs' Swarm Intelligence

Language: Python - Size: 50 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 6 - Forks: 0

nervosys/AutonomySim

The simulation system for robotic general intelligence™

Language: C++ - Size: 333 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 6 - Forks: 2

0xpranjal/Early-Diagnosis-of-Retinal-Blood-Vessel-Damage-via-Deep-Learning

This repo contains code for our paper, "Early Diagnosis of Retinal Blood Vessel Damage via Deep Learning-Powered Collective Intelligence Models"

Language: Python - Size: 7.91 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 6 - Forks: 2

rmvanarse/swarm_tasks

Algorithms for the mobility of decentralized mobile ground swarm robots, as modules that can be combined into complex real-world use-cases

Language: Python - Size: 210 KB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 6 - Forks: 4

amirabbasasadi/Babai

C++ Optimization Library

Language: C++ - Size: 2.16 MB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 6 - Forks: 0

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.

Language: MATLAB - Size: 5.9 MB - Last synced at: 24 days ago - Pushed at: over 5 years ago - Stars: 6 - Forks: 2

ravexina/GSA

GSA: Gravitational Search Algorithm In Python

Language: Python - Size: 16.6 KB - Last synced at: almost 2 years ago - Pushed at: over 6 years ago - Stars: 6 - Forks: 4

Pold87/blockchain-collective-estimation-robot-swarms

Code for the ANTS 2018 paper: Blockchain technology for robot swarms: A shared knowledge and reputation management system for collective estimation.

Language: C++ - Size: 3.56 MB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 6 - Forks: 2

yangyongkang2000/SEvoBench

A C++ Framework for Evolutionary Single-Objective Optimization Benchmarking

Language: C++ - Size: 27.7 MB - Last synced at: 3 days ago - Pushed at: 4 days ago - Stars: 5 - Forks: 1

mxxxr/MGFWA

State-of-the-art variant of Fireworks Algorithm (FWA).

Language: C - Size: 5.3 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 5 - Forks: 0

aliasgharheidaricom/RUN-Beyond-the-Metaphor-An-Efficient-Optimization-Algorithm-Based-on-Runge-Kutta-Method

The optimization field suffers from the metaphor-based “pseudo-novel” or “fancy” optimizers. Most of these cliché methods mimic animals' searching trends and possess a small contribution to the optimization process itself. Most of these cliché methods suffer from the locally efficient performance, biased verification methods on easy problems, and high similarity between their components' interactions. This study attempts to go beyond the traps of metaphors and introduce a novel metaphor-free population-based optimization based on the mathematical foundations and ideas of the Runge Kutta (RK) method widely well-known in mathematics. The proposed RUNge Kutta optimizer (RUN) was developed to deal with various types of optimization problems in the future. The RUN utilizes the logic of slope variations computed by the RK method as a promising and logical searching mechanism for global optimization. This search mechanism benefits from two active exploration and exploitation phases for exploring the promising regions in the feature space and constructive movement toward the global best solution. Furthermore, an enhanced solution quality (ESQ) mechanism is employed to avoid the local optimal solutions and increase convergence speed. The RUN algorithm's efficiency was evaluated by comparing with other metaheuristic algorithms in 50 mathematical test functions and four real-world engineering problems. The RUN provided very promising and competitive results, showing superior exploration and exploitation tendencies, fast convergence rate, and local optima avoidance. In optimizing the constrained engineering problems, the metaphor-free RUN demonstrated its suitable performance as well. The authors invite the community for extensive evaluations of this deep-rooted optimizer as a promising tool for real-world optimization. The source codes, supplementary materials, and guidance for the developed method will be publicly available at different hubs at http://aliasgharheidari.com/RUN.html.

Language: MATLAB - Size: 2.91 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 5 - Forks: 2

kyegomez/Odin

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

Language: Python - Size: 211 KB - Last synced at: 10 days ago - Pushed at: about 1 year ago - Stars: 5 - Forks: 0

pratik-ingle/awesome_Collective_Robotics

This is a list of various books, courses and other resources for swarm systems and robotics. It's an attempt to gather useful material in one place to guide and inspire everybody who wants to learn more about the fascinating field of collective behavior's and pursue research in swarm intelligence and robotics.

Language: HTML - Size: 5.47 MB - Last synced at: 8 days ago - Pushed at: about 2 years ago - Stars: 5 - Forks: 1

salvatorezam/quantum-swarm-path-planning

This repository contains the code that implements the procedure proposed in the paper "Quantum planning for swarm robotics" by A. Chella, S. Gaglio, M. Mannone, G. Pilato, V. Seidita, F. Vella, and S. Zammuto.

Language: Jupyter Notebook - Size: 1.83 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 1

poluyan/BFOA

Bacterial Foraging Optimization Algorithm in C

Language: C - Size: 809 KB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 5 - Forks: 5

steedhuang/swan-swarm-algorithm

This code is based on Player/Stage for simulating artificial swan swarm behaviors over Finsler manifold

Language: C++ - Size: 68.4 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 5 - Forks: 0

aliasgharheidaricom/Hunger-Games-Search-Visions-Conception-Implementation-Deep-Analysis-and-Performance-Shifts

Visit: https://aliasgharheidari.com/HGS.html. HGS optimizer is a population-based method with stochastic switching elements that enrich its main exploratory and exploitative behaviors and flexibility of HGS in dealing with challenging problem landscapes. The algorithm has been compared to LSHADE, SPS_L_SHADE_EIG, LSHADE_cnEpSi, SHADE, SADE, MPEDE, and JDE methods.

Language: MATLAB - Size: 2.92 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 4 - Forks: 1

aliasgharheidaricom/INFO-An-Efficient-Optimization-Algorithm-based-on-Weighted-Mean-of-Vectors

The source codes of this algorithm are also publicly available at https://aliasgharheidari.com/INFO.html. This study presents the analysis and principle of an innovative optimizer named weIghted meaN oF vectOrs (INFO) to optimize different problems.

Language: MATLAB - Size: 3.37 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 4 - Forks: 1

mert-byrktr/PSO-Hyperparameter-Selection

Hyperparameter selection on machine learning models using Particle Swarm Optimization

Language: Python - Size: 28.3 KB - Last synced at: 10 days ago - Pushed at: 12 months ago - Stars: 4 - Forks: 0

Drakmord2/aco-router

Ant Colony Optimization for road trips

Language: Python - Size: 52.7 KB - Last synced at: 25 days ago - Pushed at: almost 2 years ago - Stars: 4 - Forks: 0

anthonyjatoba/bioinspired-optimization

This is the first project of the Bioinspired Optimization class given by Professor Erick Barboza, PhD. We analyze the impact of different parameters on the Particle Swarm Optimization and Genetic Algorithm.

Language: Jupyter Notebook - Size: 2.99 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 4

FTVarna/HIDMS-PSO

Heterogeneous Improved Dynamic Multi-Swarm PSO (HIDMS-PSO) algorithm.

Language: MATLAB - Size: 48.8 KB - Last synced at: 10 months ago - Pushed at: almost 3 years ago - Stars: 4 - Forks: 0

Rohit-Kundu/AltWOA

Altruistic Whale Optimization Algorithm (AltWOA)

Language: Python - Size: 6.85 MB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 4 - Forks: 0

bundasmanu/skin_mnist

Analysis of Skin Cancer MNIST: HAM10000

Language: Jupyter Notebook - Size: 1.73 MB - Last synced at: 2 months ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 0

tugot17/Swarm-Algorithms

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

Language: Python - Size: 8.27 MB - Last synced at: about 1 month ago - Pushed at: almost 5 years ago - Stars: 4 - Forks: 2

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.

Language: Java - Size: 34.1 MB - Last synced at: 4 days ago - Pushed at: over 6 years ago - Stars: 4 - Forks: 1

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.

Language: JavaScript - Size: 6.84 KB - Last synced at: about 1 month ago - Pushed at: 10 months ago - Stars: 3 - Forks: 0

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.

Language: Python - Size: 116 KB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 2

mc-cat-tty/SistemiArtificiali 📦

Appunti del corso di Evoluzione e Apprendimento di Sistemi Artificiali, tenuto presso UniMoRe, a.a. 2022-2023

Language: NetLogo - Size: 1.21 MB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 0

adarsh-nl/Image-compression-using-ABC-algorithm

Implementation of Artificial Bee Colony (ABC algorithm) for image compression in python.

Language: Jupyter Notebook - Size: 11.7 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0

sraaphorst/dispersive-flies-optimization

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

Language: Python - Size: 14.6 KB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0

brianjimenez/pygso

Python implementation of the Glowworm Swarm Optimization (GSO) algorithm.

Language: Python - Size: 27.3 KB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 1

ali-ece/IPO-Inclined-Planes-system-Optimization-Algorithm

A new optimization method based on the dynamic of sliding motion along a frictionless inclined plane. In IPO, a collection of agents cooperate with each other and move toward better positions in the search space by employing Newton’s second law and equations of motion. The standard version of the IPO is presented by Mozafari et al. in 2016. Powerful improved versions of it called MIPO and SIPO along with its multi-objective version of MOIPO were presented in 2016, 2017 and 2019 by Dr. Ali Mohammadi (myself) and colleagues at the University of Birjand, respectively. This powerful algorithm has also been used in many applications, which has provided very good outputs. In the following, the standard version of the IPO algorithm along with the benchmark functions reviewed in its reference article, and its improved versions are attached.

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