ABC+PSO Path Planning

This is my undergraduate thesis about high-performance discrete particle swarm optimization (PSO) algorithm and software development of application on JSSP problem.

Projects with Genetic Algorithm (GA), Ant Colony Optimization (ACO), and Particle Swarm Optimization (PSO)

This repository include implementation of calibrating intrinsic and extrinsic camera parameter for distance calculation

A playground for evolutionary computation in Julia

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

Implemented fully documented Particle Swarm Optimization algorithm (basic model with few advanced features) using Python programming language

This is an implementation of clustering IRIS dataset with particle swarm optimization(PSO)

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

A cloud simulation library based on cloudsim, it aims to provide all known cloud scheduling algorithms with the help from community developers, as well as automate various simulation scenarios.

Graduation Project with one team member - Feature Selection by using Binary Partical Swarm Optimization with Opposition Based Learning

Implementation of different swarm intelligence algorithms

This code optimizes the location of WSN nodes after a coverage hole is generated due to depleted battery-free-thesis.com

Self Balancing Robot with PSO based self tuned PID controller

Particle Swarm Optimization Python implementation

Research about Particle Swarm Optimization (PSO) and it's implementation to optimize Artificial Neural Network (ANN)

PSO feature selection improves classifier performance. Implemented in Jupyter Notebook with pandas, numpy, scikit-learn. PSO done from scratch. Results compared using accuracy, precision, recall, F1 score. Improves results compared to using all features. Can be applied to various classification problems.

PSO for Nash Equilibrium. This is the code for my undergraduate thesis.粒子群算法求解纳什均衡

Research paper Implementation: Natural-based underwater image color enhancement through fusion of swarm-intelligence algorithm

基于粒子群PSO+随机梯度下降SGD优化器的Pytorch训练框架