83 citations · 220 across the 18 of their papers we have counts for
3 papers · 1 filter
Improving LSHADE by means of a pre-screening mechanism
Mateusz Zaborski, Jacek Mańdziuk
Evolutionary algorithms have proven to be highly effective in continuous optimization, especially when numerous fitness function evaluations (FFEs) are possible. In certain cases,…
Biologically Plausible Learning of Text Representation with Spiking Neural Networks
Marcin Białas, Marcin Michał Mirończuk, Jacek Mańdziuk
This study proposes a novel biologically plausible mechanism for generating low-dimensional spike-based text representation. First, we demonstrate how to transform documents into s…
Generalized Self-Adapting Particle Swarm Optimization algorithm with archive of samples
Michał Okulewicz, Mateusz Zaborski, Jacek Mańdziuk
In this paper we enhance Generalized Self-Adapting Particle Swarm Optimization algorithm (GAPSO), initially introduced at the Parallel Problem Solving from Nature 2018 conference,…