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 |
| Github: | /github.com/J-Brest |
| Uploads: | /uploads/janez/ |
Slike so ustvarjene s pomočjo umetne inteligence
Predmeti
Predmet (eŠtudij) | Učni načrt (moja.um.si) | Letnik | Program |
|---|---|---|---|
Programiranje I | 1. | R-IT (UN) | |
2. | R-IT (UN) | ||
Sistemska administracija | 2. | R-IT (UN) | |
Paralelno in porazdeljeno računanje | 3. | R-IT (UN) | |
Programiranje I | 1. | R-IT (VS) | |
Organizacija in arhitektura računalnikov | 1. | R-IT (VS) | |
Paralelno in porazdeljeno računanje | 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
A study in self-adaptation of control parameters in the demowsa algorithm; [Študija samoprilagajanja krmilnih parametrov pri algoritmu DEMOwSA] Journal Article
In: Elektrotehniski Vestnik/Electrotechnical Review, vol. 75, no. 4, pp. 223 – 228, 2008.
High-dimensional real-parameter optimization using self-adaptive differential evolution algorithm with population size reduction Proceedings Article
In: 2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on Computational Intelligence), pp. 2032–2039, IEEE 2008.
Differential Evolution for Multiobjective Optimization with Self Adaptation Proceedings Article
In: The 2007 IEEE Congress on Evolutionary Computation CEC2007, pp. 3617-3624, 2008, ISBN: 978-1-4244-1339-3.
High-dimensional global optimization; [Globalna optimizacija problemov z velikim številom dimenzij] Journal Article
In: Elektrotehniski Vestnik/Electrotechnical Review, vol. 75, no. 5, pp. 299 – 304, 2008.
An Analysis of the Control Parameters’ Adaptation in DE Book Chapter
In: Chakraborty, Uday Kumar (Ed.): vol. 143, pp. 89-110, Springer Berlin Heidelberg, Berlin, Heidelberg, 2008, ISBN: 978-3-540-68830-3.
Self-adaptive differential evolution with SQP local search Proceedings Article
In: pp. 59 – 69, 2008.
Modelling, Simulation, and Visualization of Forest Ecosystems Proceedings Article
In: The IEEE Region 8 EUROCON 2007: International conference on;Computer as a tool;, September 9-12, 2007, Warsaw, Poland, pp. 2600-2606, Institute of Electrical and Electronics Engineers, 2007, ISBN: 978-1-4244-0812-2.

Uglaševanje šahovskega programa BBChess z uporabo algoritma diferencialne evolucije Proceedings Article
In: Zajc, Baldomir; Trost, Andrej (Ed.): Zbornik šestnajste mednarodne Elektrotehniške in računalniške konference ERK, pp. 26, 2007.
Population size reduction for the differential evolution algorithm Journal Article
In: Applied Intelligence, vol. 29, pp. 228–247, 2007.
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.

Računalniški šah Journal Article
In: Abakus, iss. 6, no. 5, pp. 18, 2006.
Self-adaptive differential evolution algorithm in constrained real-parameter optimization Proceedings Article
In: 2006 IEEE international conference on evolutionary computation, pp. 215–222, IEEE 2006.

A differential evolution for the tuning of a chess evaluation function Proceedings Article
In: 2006 IEEE International Conference on Evolutionary Computation, pp. 1851–1856, IEEE 2006.
Performance comparison of self-adaptive and adaptive differential evolution algorithms Journal Article
In: Soft Computing, vol. 11, pp. 617–629, 2006.

Objektno orientirano načrtovanje in implementacija računalniškega šaha Journal Article
In: Elektrotehniški vestnik, vol. 73, no. 1, pp. 31–37, 2006.

Učenje računalniškega šaha z uporabo algoritma diferencialne evolucije Proceedings
Zbornik štirinajste mednarodne Elektrotehniške in računalniške konference ERK 2005, 2005.
A heuristic for the asymmetric traveling salesman problem Proceedings Article
In: 6th Metaheuristics International Conference, pp. 145–150, Citeseer 2005.

The representation of chess game Proceedings Article
In: 27th International Conference on Information Technology Interfaces, 2005., pp. 359–364, IEEE 2005.
An approximation algorithm for the asymmetric traveling salesman problem Journal Article
In: Ricerca operativa, vol. 28, pp. 59–67, 1999.

























