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National Repository of Grey Literature

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Platforms for bechmarking optimization algorithms for continuous problems Visingr, Patrik ; Shehadeh, Mhd Ali (referee) ; Kůdela, Jakub (advisor) Tato práce zkoumá platformy pro benchmarking algoritmů, které se zaměřují na metodu black-box. Začíná přehledem optimalizačních algoritmů a zkoumáním tří významných srovnávacích platforem: COCO, IOHprofiler a Nevergrad. Tyto platformy mají zásadní význam pro hodnocení optimalizačních algoritmů, protože poskytují standardizované rámce, komplexní výkonnostní metriky a zajišťují reprodukovatelnost experimentů. Tento kolektivní přístup pomáhá identifikovat nejlepší algoritmy pro konkrétní aplikace a optimalizovat jejich výkon prostřednictvím ladění parametrů. Zmiňuje také na výhody a nevýhody jednotlivých platforem a jejich schopnosti spolupráce. Detailed record

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