Hu-Long Wang

Population-Level Hybridization between Roulette Wheel Selection and Tournament Selection for Particle Swarm Optimization

2024

This paper introduces a population-level hybrid selection framework that combines the roulette wheel selection (RWS) and the tournament selection (TS) to pick promising exemplars to update particles, so as to ameliorate the capability of particle …

Individual-Level Dominant Exemplar Selection for Particle Swarm Optimization

2024

Leading exemplars play significant roles in updating particles to seek optimal solutions for Particle Swarm Optimization (PSO). Along this road, this paper devises an Individual-level Dominant Exemplar Selection (IDES) framework for PSO, giving rise to …