IEEE

FSO System Optimization for 6G Applications: Using Metaheuristic Algorithms

This paper investigates the potential improvements in Free Space Optics (FSO) communication systems using Particle Swarm Optimization (PSO) and the Pachycondyla Apicalis Algorithm (API). FSO ...
Scientific Research Publishing

Slowik, A. and Kwasnicka, H. (2020) Evolutionary Algorithms and Their Applications to Engineering Problems. Neural Computing and Applications, 32, 12363-12379.

ABSTRACT: Mathematical optimization is a fundamental aspect of machine learning (ML). An ML task can be conceptualized as optimizing a specific objective using the training dataset to discern patterns ...
Frontiers

Development of an upper limb muscle strength rehabilitation assessment system using particle swarm optimisation

This study develops a particle swarm optimization (PSO)-based assessment system for evaluating upper extremity and shoulder joint muscle strength with potential application to stroke rehabilitation.
IEEE

An Improved PSO-Optimized RBF Forecasting Algorithm and Its Application

Abstract: In order to enhance the forecasting capability of the RBF neural network for time series data, a Particle Swarm Optimization (PSO) algorithm is introduced to optimize the neural network ...