Scalable Simulation Team of Autonomous Entities
This team focuses on analyzing the coexistence processes of autonomous groups of mobile entities that share an environment and mutually influence each other’s behavior. The key characteristics of the considered systems in this class are complexity (a large number of entities, detailed models of individual entities, the size of the environment) and the uncertainty of their actions due to the autonomy and unpredictability of the entities. Examples of such systems include groups of biological and social entities (e.g., populations of plankton, pedestrian groups, or vehicles in urban traffic).
The team is involved in developing new modeling methods that are suitable for this class of systems. The scalability of solutions is a crucial aspect of the team’s research; therefore, we extensively utilize the HPC infrastructure that is available from ACK Cyfronet AGH. The team frequently employs technologies that are associated with the functional programming paradigm in their work.
Selected Publications by the Team:
Erlang-based desynchronized urban traffic simulation for high-performance computing systems / Wojciech TUREK // Future Generation Computer Systems ; ISSN 0167-739X. — 2018 vol. 79 pt. 2, s. 645–652.
High-performance computing framework with desynchronized information propagation for large-scale simulations / Jakub Bujas, Dawid Dworak, Wojciech TUREK, Aleksander BYRSKI // Journal of Computational Science ; ISSN 1877-7503. — 2019 vol. 32, s. 70–86.
Large-scale urban traffic simulation with Scala and high-performance computing system / Michał Janczykowski, Wojciech TUREK, Maciej MALAWSKI, Aleksander BYRSKI // Journal of Computational Science ; ISSN 1877-7503. — 2019 vol. 35, s. 91–101.
Leveraging rapid simulation and analysis of large urban road systems on HPC / Wojciech TUREK, Leszek SIWIK, Aleksander BYRSKI // Transportation Research. Part C, Emerging Technologies ; ISSN 0968-090X. — 2018 vol. 87, s. 46–57.
Desynchronization in distributed Ant Colony Optimization in HPC environment / Mateusz STARZEC, Grażyna STARZEC, Aleksander BYRSKI, Wojciech TUREK, Kamil PIĘTAK // Future Generation Computer Systems ; ISSN 0167-739X. — 2020 vol. 109, s. 125–133.
Distributed ant colony optimization based on actor model / Mateusz STARZEC, Grażyna STARZEC, Aleksander BYRSKI, Wojciech TUREK // Parallel Computing ; ISSN 0167-8191. — 2019 vol. 90 art. no. 102573, s. 1–9.
Distributed ant system for difficult transport problems / Mateusz STARZEC, Grażyna STARZEC, Aleksander BYRSKI, Wojciech TUREK, Marek KISIEL-DOROHINICKI // Journal of Intelligent & Fuzzy Systems ; ISSN 1064-1246.
Selected ongoing projects:
2020-2024 - Super-skalowalna symulacja ruchu miejskiego; Projekt w konkursie Preludium BIS, NCN.
2019-2020 - PharmOPTIM.pl center of optimization and individualization of pharmacotherapy, concept and pilot implementation; Projekt finansowany przez MNiSW.
2019-2023 - Center of the Computer Science Mastery; Program Operacyjny Polska Cyfrowa.
2017-2020 - System active-safety dla pojazdów samochodowych w oparciu o indywidualny model kierowcy; Projekt w konkursie TANGO2, NCBR.
2016-2019 - European technological legacy - dissemination of historical and contemporary technical science publications in an innovative IT system; Projekt finansowany ze środków UE oraz Ministerstwa Cyfryzacji.
