Search Results for author: Urban Skvorc

Found 1 papers, 0 papers with code

PS-AAS: Portfolio Selection for Automated Algorithm Selection in Black-Box Optimization

no code implementations14 Oct 2023 Ana Kostovska, Gjorgjina Cenikj, Diederick Vermetten, Anja Jankovic, Ana Nikolikj, Urban Skvorc, Peter Korosec, Carola Doerr, Tome Eftimov

Our proposed method creates algorithm behavior meta-representations, constructs a graph from a set of algorithms based on their meta-representation similarity, and applies a graph algorithm to select a final portfolio of diverse, representative, and non-redundant algorithms.

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