Navržený tříletý projekt reflektuje předchozí výzkum v oblastech umělé inteligence a začleňuje tento do kontextu digitalizace Industry 4.0. Obsahem projektu bude řešení zejména těch oblastí Industry 4.0, které mohou z využití nových přístupu umělé inteligence těžit. Řešené oblasti zájmu jsou: robotika, strojové vidění, virtuální a smíšená realita, optimalizace, regulace a rozhodovací procesy.

FSI-S-20-6538

čeština

Matoušek Radomil, prof. Ing., Ph.D. - hlavní řešitel
Cejpek Zdeněk, Ing. - spoluřešitel
Dobrovský Ladislav, Ing., Ph.D. - spoluřešitel
Dosoudilová Monika, Mgr., Ph.D. - spoluřešitel
Hůlka Tomáš, Ing., Ph.D. - spoluřešitel
Kaura Patrik, Ing. - spoluřešitel
Klein Richard, Ing. - spoluřešitel
Kůdela Jakub, doc. Ing., Ph.D. - spoluřešitel
Parák Roman, Ing., Ph.D. - spoluřešitel
Prokeš Tomáš, Ing., Ph.D. - spoluřešitel
Roupec Jan, doc. Ing., Ph.D. - spoluřešitel
Šeda Miloš, prof. RNDr. Ing., Ph.D. - spoluřešitel
Škrabánek Pavel, doc. Ing., Ph.D. - spoluřešitel
Šoustek Petr, Ing., Ph.D. - spoluřešitel
Šťastný Jiří, prof. RNDr. Ing., CSc. - spoluřešitel

Ústav automatizace a informatiky
- odpovědné pracoviště (12.12.2020 - nezadáno)
Ústav automatizace a informatiky
- interní (1.1.2020 - 31.12.2022)
Fakulta strojního inženýrství
- příjemce (1.1.2020 - 31.12.2022)

TOBING, T.; ŠKRABÁNEK, P.; YILDIRIM, S.; GEORGE, S.; ELGVIN, T. Character-based Writer Verification of Ancient Hebrew Square-script Manuscripts: On Edge-direction Feature. In Archiving Conference. 2023. p. 155-158. ISBN: 978-0-89208-362-6.
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KŮDELA, J.; SUJA, J.; ŠOMPLÁK, R.; PLUSKAL, J.; HRABEC, D. Optimal control of combined heat and power station operation. OPTIMIZATION AND ENGINEERING, 2023, vol. 1, no. 1, p. 1-25. ISSN: 1389-4420.
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ŠEDA, M. The Maximum Clique Problem and Integer Programming Models, Their Modifications, Complexity and Implementation. Symmetry, 2023, vol. 15, no. 11, p. 1-16. ISSN: 2073-8994.
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ŠEDA, M. Integer Programming Approach to Graph Colouring Problem and Its Implementation in GAMS. WSEAS Transactions on Systems, 2023, vol. 22, no. May, p. 532-537. ISSN: 1790-2769.
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MÜLLER, J. Improving Initial Aerofoil Geometry Using Aerofoil Particle Swarm Optimisation. Mendel Journal series, 2022, vol. 28, no. 1, p. 63-67. ISSN: 1803-3814.
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HŮLKA, T.; MATOUŠEK, R.; LOZI, R. Stabilization of Higher Periodic Orbits of Chaotic maps using Permutation-selective Objective Function. In 2022 IEEE Workshop on Complexity in Engineering (COMPENG). IEEE Xplore. Florence, Italy: IEEE, 2022. p. 1-5. ISBN: 978-1-7281-7124-1.
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MATOUŠEK, R.; ŠVARC, I. A Note on the Frequency Characteristics of Discrete Systems in the Complex Plane. In 2022 International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME). IEEE Xplore. Maldives: IEEE, 2022. p. 1-4. ISBN: 978-1-6654-7095-7.
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ŠOUSTEK, P.; MATOUŠEK, R.; DVOŘÁK, J.; MAŇÁKOVÁ, L. Explanation and Speedup Comparison of Advanced Path-planning Algorithms Presented on Two-dimensional Grid. Mendel Journal series, 2022, vol. 28, no. 2, p. 97-107. ISSN: 1803-3814.
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ŠKRABÁNEK, P.; MARTÍNKOVÁ, N.: fuzzyreg; fuzzyreg: Fuzzy Linear Regression. https://cran.r-project.org/web/packages/fuzzyreg/index.html. URL: https://cran.r-project.org/web/packages/fuzzyreg/index.html. (software)
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BAIRD, S.; PETRUŽELA, J.; IZAR, J.; ŠKRABÁNEK, P.; MARTÍNKOVÁ, N. Genome polarisation for detecting barriers to geneflow. Methods in Ecology and Evolution, 2022, vol. n/a, no. n/a, p. 1-17. ISSN: 2041-210X.
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ŠEDA, M. Steiner Tree Problem in Graphs and Mixed Integer Linear Programming-Based Approach in GAMS. WSEAS Transactions on Computers, 2022, vol. 21, no. July, p. 257-262. ISSN: 1109-2750.
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SMOLINSKY, R.; HIADLOVSKÁ, Z.; MARŠALA, Š.; ŠKRABÁNEK, P.; ŠKROBÁNEK, M.; MARTÍNKOVÁ, N. High predation risk decimates survival during the reproduction season. Ecology and Evolution, 2022, vol. 12, no. 10, p. 1-12. ISSN: 2045-7758.
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ŠEDA, M. The Assignment Problem and Its Relation to Logistics Problems. Algorithms, 2022, vol. 15, no. 10, p. 1-27. ISSN: 1999-4893.
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KŮDELA, J. A critical problem in benchmarking and analysis of evolutionary computation methods. Nature Machine Intelligence, 2022, no. 4, p. 1238-1245. ISSN: 2522-5839.
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KŮDELA, J.; MATOUŠEK, R. Combining Lipschitz and RBF Surrogate Models for High-dimensional Computationally Expensive Problems. INFORMATION SCIENCES, 2022, vol. 619, no. January, p. 457-477. ISSN: 0020-0255.
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MATOUŠEK, R.; HŮLKA, T. Stabilization of Higher Periodic Orbits of the Duffing Map using Meta-evolutionary Approaches: A Preliminary Study. In 2022 IEEE Congress on Evolutionary Computation (CEC). IEEE Congress on Evolutionary Computation (CEC). Padova, Italy: IEEE, 2022. p. 1-8. ISBN: 978-1-7281-8393-0.
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ŠKRABÁNEK, P.; MARTÍNKOVÁ, N. Tuning of grayscale computer vision systems. DISPLAYS, 2022, no. 74, p. 102286-102286. ISSN: 0141-9382.
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PARÁK, R.; JUŘÍČEK, M. Intelligent Sampling of Anterior Human Nasal Swabs using a Collaborative Robotic Arm. Mendel Journal series, 2022, vol. 28, no. 1, p. 32-40. ISSN: 1803-3814.
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KŮDELA, J.; MATOUŠEK, R. Recent advances and applications of surrogate models for finite element method computations: a review. SOFT COMPUTING, 2022, vol. 26, no. 1, p. 13709-13733. ISSN: 1432-7643.
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DOLEŽEL, P.; ŠKRABÁNEK, P.; ŠTURSA, D.; BARUQUE ZANON, B.; COGOLLOS ADRIAN, H.; KRÝDA, P. Centroid based person detection using pixelwise prediction of the position. Journal of Computational Science, 2022, vol. 63, no. 1, p. 1-12. ISSN: 1877-7503.
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Odpovědnost: Matoušek Radomil, prof. Ing., Ph.D.