Optimization 2021, 8th Semester of Computer Science Dept. @ Aristotle University of Thessaloniki

Developer: SotirisFtiakas

Stochastic Diffusion Search for Feature Selection

This is a project for the Optimization course of AUTh Computer Science, implementing the Stochastic Diffusion Search Nature-Inspired Swarm-Intelligence Optimization algorithm to solve the Curse of Dimensionality in Data Science and Machine Learning applications.

Code is based on paper: Stochastic Diffusion Search Partial Function Evaluation In Swarm Intelligence Dynamic Optimisation

Datasets can be found here:

◼ Image Pixels

◼ Sonar Signals