Most significant publications
- Henryk Telega, A Parallel Genetic Clustering for Inverse Problems., Lecture Notes in Computer Science 1541 (rok 1998) (2012), 551-556
- Henryk Telega, Clustered genetic search in continuous landscape exploration., Engineering Applications of Artificial Intelligence 17 (2012), 407-416
- Henryk Telega, Stochastyczne metody dwufazowe, (2012), "Podstawy genetycznej optymalizacji globalnej", Wydawnictwo Uniwersytetu Jagiellońskiego
- Henryk Telega, Two-phase stochastic global optimization strategies, (2012), "Foundation of Global Genetic Optimization", Springer
Recent publications
- Agnieszka Sroka-Oleksiak, Adam Pardyl, Dawid Rymarczyk, Aldona Olechowska-Jarząb, Katarzyna Biegun-Drożdż, Dorota Ochońska, Michał Wronka, Adriana Borowa, Tomasz Gosiewski, Miłosz Adamczyk, Henryk Telega, Bartosz Zieliński, Monika Brzychczy-Włoch, AI-driven rapid identification of bacterial and fungal pathogens in blood smears of septic patients, Computers in Biology and Medicine 199 (2025), 111328
- Michał Markiewicz, Henryk Telega, Jarosław Duda, Aleksandra Dujović, Marek Skomorowski, Josef Pieprzyk, Tadeusz Stasiak, Energy consumption reduction of indoor temperature measurements with asymmetric numeral system compression, Energy and Buildings 346 (2025), 116160
- Henryk Telega, A Parallel Genetic Clustering for Inverse Problems., Lecture Notes in Computer Science 1541 (rok 1998) (2012), 551-556
- Henryk Telega, Clustered genetic search in continuous landscape exploration., Engineering Applications of Artificial Intelligence 17 (2012), 407-416
- Henryk Telega, Stochastyczne metody dwufazowe, (2012), "Podstawy genetycznej optymalizacji globalnej", Wydawnictwo Uniwersytetu Jagiellońskiego
Interests
Parallel algorithms in optimization tasks.
Genetic algorithms in global optimization (application for solving ill posed inverse problems and optimal control, genetic clustering methods).
Artificial neural networks.
Machine learning.
Numerical methods of solving stationary variational and hemivarational inequalities modeling problems of contact mechanics.
Big data processing.
Non-relational database systems.
Transactional processing in distributed and mobile databases.
Henryk Telega
academic degree/title Doctor of Philosophy (PhD) position- Division of Applied Computer Science
- Institute of Computer Science and Computational Mathematics