Search Results for author: Mateusz Zaborski

Found 2 papers, 1 papers with code

Improving LSHADE by means of a pre-screening mechanism

1 code implementation8 Apr 2022 Mateusz Zaborski, Jacek Mańdziuk

The paper introduces an extension to the well-known LSHADE algorithm in the form of a pre-screening mechanism (psLSHADE).

Evolutionary Algorithms

Generalized Self-Adapting Particle Swarm Optimization algorithm with archive of samples

no code implementations28 Feb 2020 Michał Okulewicz, Mateusz Zaborski, Jacek Mańdziuk

In comparison with the original GAPSO formulation it includes the following four features: a global restart management scheme, samples gathering within an R-Tree based index (archive/memory of samples), adaptation of a sampling behavior based on a global particle performance, and a specific approach to local search.

Management

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