Popular GitHub Repositories for Particle Swarm Optimization

Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)

Autonomous car simulator (based on JavaScript & WebGL) implemented by fuzzy control system, genetic algorithm and particle swarm optimization.

Particle Swarm Optimizer For Neural Network Training

Tuning the Parameters of Heuristic Optimizers (Meta-Optimization / Hyper-Parameter Optimization)

Hyperparameter Optimization for 1D-CNN-Based Network Intrusion Detection Using GA and PSO

Optimization algorithms for Machine Learning problems like Hyperparameter tuning and Ensembling.

[TEVC] Efficient Particle Swarm Optimization for Compact Neural Architecture Search (EPCNAS)

Swarming is a Python3 library that features both parallel and serial implementation of the Particle Swarm Optimization (PSO) algorithm.

[CEC2021] A Flexible Variable-length Particle Swarm Optimization Approach to Convolutional Neural Network Architecture Design

Collection of experiments related to swarm intelligence

A C# project to simulate and test a multiagent algorithm for finding multiple noisy radiation sources with spatial and communication constraints with an emulated environment. The algorithm tries to detect the source(s) of radiation with some robots in the monitoring fields. Each robot has a sensor mounted to detect the radiation concentration. The robots cooperate and communicate with each other to locate the sources based on the sensors readings using concepts from particle swarm optimization algorithm. You can see the attached paper for more detail... [Multiagent Algorithm for finding Multiple Noisy Radiation.pdf](Home_Multiagent Algorithm for finding Multiple Noisy Radiation.pdf)

Analysis of Skin Cancer MNIST: HAM10000

[TNNLS 2023] Split-Level Evolutionary Neural Architecture Search with Elite Weight Inheritance (SLE-NAS)

Fuzzy Clustering Using Hybrid Fuzzy c-means and Fuzzy Particle Swarm Optimization (A Research Paper Implementation along with Self-organization feature map (SOFM) implementation)

Swam intelligence for numerical optimization implemented in .NET

Solving Job Shop Scheduling Problem (JSSP) with two types of Swarm Intelligence: Particle Swarm Optimization (PSO) and Artificial Bee Colony (ABC)

Swarm Based Optimization for Mining Gradual Patterns

Reynold boids implementation and Particle Swarm Optimization

Autonomous car simulator (based on Python) implemented by particle swarm optimization.

EvoESN: a neuroevolutionary framework for the Echo State Network model