Janez Brest

Naziv: | Redni profesor |
Prostor: | F-203 |
Govorilne ure: | Petek, 12-14 |
Telefon: | +386 (2) 22 07 452 |
E-pošta: | |
Spletna stran: | /zaposleni/janez-brest/ |
Google Scholar: | GoogleScholar Cites |
Orcid ID: | 0000-0001-5864-3533 |
Research ID: | /record/B-8013-2008 |
Slike so ustvarjene s pomočjo DALL·E
Predmeti
Predmet (eŠtudij) | Učni načrt (moja.um.si) | Letnik | Program |
---|---|---|---|
1. | R-IT (UN) | ||
2. | R-IT (UN) | ||
2. | R-IT (UN) | ||
3. | R-IT (UN) | ||
1. | R-IT (VS) | ||
1. | R-IT (VS) | ||
3. | R-IT (VS) | ||
Algoritmi po vzorih iz narave | 1. | R-IT (DR) |
Raziskovalno delo
Optimizacija
- Stohastični algoritmi
- Diferencialna evolucija
- Multimodalna optimizacija
- Paralelno in porazdeljeno računanje
- Procesiranje naravnega jezika
Problemi
- Problem binarnih zaporedij z nizkimi avtokorelacijami
- Optimizacija zvijanja proteinov
- Računalniški šah
- Problem trgovskega potnika (asimetrični)
Bibligrafija
Projekti
- Računalniški sistemi, metodologije in inteligentne storitve
- DAPHNE
- Integrated Data Analysis Pipelines for large-scale data management, High-performance computing, and machiNE learning
- Integracija kanalov za analizo podatkov za upravljanje velikih podatkov, HPC in strojno učenje
Izbrane objave
Two-phase optimization of binary sequences with low peak sidelobe level value Journal Article
In: Expert Systems with Applications, vol. 251, 2024, (Art. no. 124032).
Parallel self-avoiding walks for a low-autocorrelation binary sequences problem Journal Article
In: Journal of Computational Science, 2024, (Art. no. 102260).
An Efficient Algorithm for Designing Long Aperiodic Binary Sequences with Low Auto-Correlation Sidelobes Journal Article
In: IEEE access, vol. 12, 2024, ISSN: 2169-3536.
Low Autocorrelation Binary Sequences: Best-Known Peak Sidelobe Level Values Journal Article
In: IEEE Access, vol. 9, pp. 67713–67723, 2021.
Single objective real-parameter optimization: Algorithm jSO Proceedings Article
In: 2017 IEEE congress on evolutionary computation (CEC), pp. 1311–1318, IEEE 2017.
Self-adapting control parameters in differential evolution: A comparative study on numerical benchmark problems Journal Article
In: IEEE transactions on evolutionary computation, vol. 10, no. 6, pp. 646–657, 2006.