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A survey of features used for representing black-box single-objective continuous optimization
Gjorgjina Cenikj, Ana Nikolikj, Gašper Petelin, Niki Van Stein, Carola Doerr, Tome Eftimov
Izvirni znanstveni članek
Oznake: problem landscape features;algorithm features;problem -algorithm trajectory features;problem classification;algorithm selection;algorithm configuration;complementarity analysis;
This survey examines key advancements in designing features to represent optimization problem instances, algorithm instances, and their interactions within the context of single-objective continuous black-box optimization. These features support machine learning tasks such as algorithm selection, al ...
Leto: 2025 Vir: Institut Jožef Stefan (IJS)
Št. zadetkov: 1
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