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Browsing by Author "Stypka, Jan"

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  • thumbnail.journal.alt
    Item type:Thesis, Access status: Restricted ,
    Application of neural networks for the classification of scientific publicationstom
    (Data obrony: 2016-09-28) Stypka, Jan
    Wydział Informatyki, Elektroniki i Telekomunikacji
  • thumbnail.journal.alt
    Item type:Thesis, Access status: Restricted ,
    Erlang-based evolutionary computations in distributed systems
    (Data obrony: 2014-01-28) Stypka, Jan
    Wydział Elektrotechniki, Automatyki, Informatyki i Inżynierii Biomedycznej
  • thumbnail.journal.alt
    Item type:Article, Access status: Open Access ,
    Parallel patterns for agent-based evolutionary computing
    (Wydawnictwa AGH, 2016) Stypka, Jan; Anielski, Piotr; Mentel, Szymon; Krzywicki, Daniel; Turek, Wojciech; Byrski, Aleksander; Kisiel-Dorohinicki, Marek
    Computing applications such as metaheuristics-based optimization can greatly benefit from multi-core architectures available on modern supercomputers. In this paper, we describe an easy and efficient way to implement certain population-based algorithms (in the discussed case, multi-agent computing system) on such runtime environments. Our solution is based on an Erlang software library which implements dedicated parallel patterns. We provide technological details on our approach and discuss experimental results.