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
Self-adaptive differential evolution algorithm with a small and varying population size Proceedings Article
In: pp. 1–8, IEEE 2012.
Population reduction differential evolution with multiple mutation strategies in real world industry challenges Proceedings Article
In: International Symposium on Evolutionary Computation, pp. 154 – 161, Springer 2012.
Differential Evolution for Parameterized Procedural Woody Plant Models Reconstruction Journal Article
In: Applied Soft Computing, vol. 11, iss. 8, pp. 4904-4912, 2011.
Differential evolution and differential ant-stigmergy on dynamic optimisation problems Journal Article
In: International Journal of Systems Science, vol. 44, no. 4, pp. 663 – 679, 2011.

Šahovski program Umko Journal Article
In: Elektrotehniški vestnik, iss. 87, no. 3, pp. 153-158, 2011.
Šahovski program Umko za Android Proceedings Article
In: Zbornik dvajsete mednarodne Elektrotehniške in računalniške konference ERK 2011, pp. 153–158, 2011.

Chess program Umko Journal Article
In: Elektrotehniški vestnik, vol. 78, no. 3, pp. 153–158, 2011.

Tuning chess evaluation function parameters using differential evolution algorithm Journal Article
In: Informatica, vol. 35, no. 2, 2011.
Constrained real-parameter optimization using a differential evolution algorithm Proceedings Article
In: pp. 9 – 16, 2011.
Large scale global optimization using self-adaptive differential evolution algorithm Proceedings Article
In: IEEE congress on evolutionary computation, pp. 1-8, IEEE 2010.
Self-adaptive differential evolution algorithm using population size reduction and three strategies Journal Article
In: Soft Computing, vol. 15, no. 11, pp. 2157–2174, 2010.

History mechanism supported differential evolution for chess evaluation function tuning Journal Article
In: Soft Computing, vol. 15, pp. 667–683, 2010.
History mechanism supported differential evolution for chess evaluation function tuning Journal Article
In: Soft Computing, vol. 15, no. 4, pp. 667 – 683, 2010.
Woody plants model recognition by differential evolution Proceedings Article
In: The Fourth International Conference on Bioinspired Optimization Methods and their Applications, pp. 205 – 215, 2010.
Differential Evolution with Self-adaptation and Local Search for Constrained Multiobjective Optimization Proceedings Article
In: IEEE Congress on Evolutionary Computation (CEC) 2009, pp. 195-202, 2009.
Dynamic optimization using self-adaptive differential evolution Proceedings Article
In: 2009 IEEE congress on evolutionary computation, pp. 415–422, IEEE 2009.

Ratingiranje pri uglaševanju šahovskega programa z algoritmom diferencialne evolucije Proceedings Article
In: Zajc, Baldomir; Trost, Andrej (Ed.): Zbornik sedemnajste mednarodne Elektrotehniške in računalniške konference ERK, pp. 123–126, 2008.
An adaptive differential evolution algorithm with opposition-based mechanisms, applied to the tuning of a chess program Journal Article
In: Advances in Differential Evolution, pp. 287–298, 2008.
Large Scale Global Optimization Using Differential Evolution with Self-adaptation and Cooperative Co-evolution Proceedings Article
In: 2008 IEEE World Congress on Computational Intelligence, pp. 3719-3726, 2008.
A Study in Self-adaptation of Control Parameters in the DEMOwSA Algorithm Journal Article
In: Electrotechnical Review, vol. 75, iss. 4, pp. 223-228, 2008.

























