Marco S. Nobile

The impact of particles initialization in PSO: Parameter estimation as a case in point

2015

Despite the intense research focused on the investigation of the functioning settings of Particle Swarm Optimization, the particles initialization functions - determining the initial positions in the search space - are generally ignored, especially in …

Building Interpretable and Parsimonious Fuzzy Models using a Multi-Objective Approach

2022 · 2022 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)

Nowadays, the growing amounts of collected data enable the training of machine learning models that can be used to extract insights from the data and make better-informed decisions. Among the possible models that can be …