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Created page with "'''Home * People * Janez Brest''' FILE:JanezBrest.JPG|border|right|thumb|link=https://labraj.feri.um.si/en/Janez_Brest| Janez Brest <ref>[https://labraj...."
'''[[Main Page|Home]] * [[People]] * Janez Brest'''
[[FILE:JanezBrest.JPG|border|right|thumb|link=https://labraj.feri.um.si/en/Janez_Brest| Janez Brest <ref>[https://labraj.feri.um.si/en/Janez_Brest Janez Brest - Computer Architecture and Languages Laboratory]</ref> ]]
'''Janez Brest''',<br/>
a Slovenian computer scientist and full professor at ''Computer Architecture and Languages Laboratory'' <ref>[https://labraj.feri.um.si/en/General_Information Computer Architecture and Languages Laboratory]</ref> , Institute of Computer Science at [[University of Maribor]].
His research interests include [https://en.wikipedia.org/wiki/Case-based_reasoning case-based reasoning], [https://en.wikipedia.org/wiki/Multi-objective_optimization multi-objective optimization], and [[Genetic Programming#EvolutionaryComputation|evolutionary computation]], in particular [https://en.wikipedia.org/wiki/Differential_evolution differential evolution] applied to [https://en.wikipedia.org/wiki/Protein_folding protein folding] optimization, also used in [[Automated Tuning|automated tuning]] of chess engines.
=Selected Publications=
<ref>[https://labraj.feri.um.si/en/Janez_Brest Janez Brest - Computer Architecture and Languages Laboratory]</ref> <ref>[https://dblp.uni-trier.de/pers/hd/b/Brest:Janez.html dblp: Janez Brest]</ref>
==2000 ...==
* [[Janez Brest]], [[Viljem Žumer]] ('''2003'''). ''A Heuristic Algorithm for the Static Scheduling on Multiprocessors''. Applied Informatics '2003.
==2005 ...==
* [[Borko Bošković]], [[Sašo Greiner]], [[Janez Brest]], [[Viljem Žumer]] ('''2005'''). ''[https://ieeexplore.ieee.org/document/1491153 The representation of chess game]''. 27th International Conference on Information Technology Interfaces
* [[Sašo Greiner]], [http://www.arnetminer.org/viewperson.do?naid=1403823&name=Damijan%20Rebernak Damijan Rebernak], [[Janez Brest]], [[Viljem Žumer]] ('''2005'''). ''Z0 - a tiny experimental language''. SIGPLAN Notices Vol. 40, No. 8
* [[Borko Bošković]], [[Sašo Greiner]], [[Janez Brest]], [[Viljem Žumer]] ('''2006'''). ''[https://ieeexplore.ieee.org/document/1688532 A Differential Evolution for the Tuning of a Chess Evaluation Function]''. [[IEEE|IEEE Congress on Evolutionary Computation]]
* [[Aleš Zamuda]], [[Janez Brest]], [[Borko Bošković]], [[Viljem Žumer]] ('''2007'''). ''[https://ieeexplore.ieee.org/document/4424941?arnumber=4424941 Differential Evolution for Multiobjective Optimization with self Adaptation]''. [[IEEE|IEEE Congress on Evolutionary Computation]]
* [[Janez Brest]], [[Aleš Zamuda]], [[Borko Bošković]], [[Sašo Greiner]], [[Viljem Žumer]] ('''2008'''). ''[https://link.springer.com/chapter/10.1007/978-3-540-68830-3_3 An Analysis of the Control Parameters’ Adaptation in DE]''. [https://link.springer.com/book/10.1007/978-3-540-68830-3 Advances in Differential Evolution], [https://en.wikipedia.org/wiki/Springer_Science%2BBusiness_Media Springer]
* [[Borko Bošković]], [[Sašo Greiner]], [[Janez Brest]], [[Aleš Zamuda]], [[Viljem Žumer]] ('''2008'''). ''[https://link.springer.com/chapter/10.1007%2F978-3-540-68830-3_12 An Adaptive Differential Evolution Algorithm with Opposition-Based Mechanisms, Applied to the Tuning of a Chess Program]''. [https://link.springer.com/book/10.1007/978-3-540-68830-3 Advances in Differential Evolution], [https://en.wikipedia.org/wiki/Springer_Science%2BBusiness_Media Springer]
* [[Sašo Greiner]], [[Janez Brest]], [[Viljem Žumer]] ('''2009'''). ''Zero - a blend of static typing and dynamic metaprogramming''. Computer Languages, Systems & Structures, Vol. 35, No. 3 <ref>[http://labraj.uni-mb.si/en/index.php/Programming_language_Zero Programming language Zero - Computer Architecture and Languages Laboratory]</ref>
==2010 ...==
* [[Borko Bošković]], [[Janez Brest]] ('''2011'''). ''[http://www.informatica.si/index.php/informatica/article/view/353 Tuning Chess Evaluation Function Parameters using Differential Evolution]''. Informatica, Vol. 35, No. 2
* [[Borko Bošković]], [[Janez Brest]], [[Aleš Zamuda]], [[Sašo Greiner]], [[Viljem Žumer]] ('''2011'''). ''[https://dl.acm.org/citation.cfm?id=1966601 History mechanism supported differential evolution for chess evaluation function tuning]''. [http://www.springer.com/engineering/computational+intelligence+and+complexity/journal/500 Soft Computing], Vol. 15, No. 4
* [[Aleš Zamuda]], [[Janez Brest]], [[Borko Bošković]], [[Viljem Žumer]] ('''2011'''). ''[https://www.sciencedirect.com/science/article/pii/S156849461100247X Differential Evolution for Parameterized Procedural Woody Plant Models Reconstruction]''. [https://www.journals.elsevier.com/applied-soft-computing Applied Soft Computing], Vol. 11, No. 8
* [[Borko Bošković]], [[Janez Brest]] ('''2011'''). ''Chess Program Umko''. [http://ev.fe.uni-lj.si/index-eng.html Elektrotehniški vestnik], Vol. 78, No. 3, English Edition, [https://pdfs.semanticscholar.org/c1b0/c2b14e7ed8c72a1d5e55f1a3f022c2f3ee61.pdf pdf]
* [[Borko Bošković]], [https://people.engr.ncsu.edu/brglez/ Franc Brglez], [[Janez Brest]] ('''2014'''). ''Low-Autocorrelation Binary Sequences: On Improved Merit Factors and Runtime Predictions to Achieve Them''. [https://arxiv.org/abs/1406.5301 arXiv:1406.5301]
* [[Aleš Zamuda]], [[Janez Brest]] ('''2014'''). ''[https://www.sciencedirect.com/science/article/pii/S0020025514004927 Vectorized Procedural Models for Animated Trees Reconstruction using Differential Evolution]''. [https://en.wikipedia.org/wiki/Information_Sciences_(journal) Information Sciences], Vol. 278
==2015 ...==
* [[Aleš Zamuda]], [[Janez Brest]] ('''2015'''). ''[https://www.sciencedirect.com/science/article/abs/pii/S2210650215000826 Self-adaptive control parameters' randomization frequency and propagations in differential evolution]''. [https://www.journals.elsevier.com/swarm-and-evolutionary-computation Swarm and Evolutionary Computation], Vol. 25
* [[Borko Bošković]], [[Janez Brest]] ('''2016'''). ''[https://www.sciencedirect.com/science/article/pii/S1568494616301454 Genetic algorithm with advanced mechanisms applied to the protein structure prediction in a hydrophobic-polar model and cubic lattice]''. [https://www.journals.elsevier.com/applied-soft-computing Applied Soft Computing], Vol. 45
* [[Borko Bošković]], [[Janez Brest]] ('''2017'''). ''Protein Folding Optimization using Differential Evolution Extended with Local Search and Component Reinitialization''. [https://arxiv.org/abs/1710.07031 arXiv:1710.07031]
* [[Borko Bošković]], [[Janez Brest]] ('''2018'''). ''[https://www.sciencedirect.com/science/article/pii/S0020025518303335 Protein folding optimization using differential evolution extended with local search and component reinitialization]''. [https://en.wikipedia.org/wiki/Information_Sciences_(journal) Information Sciences], Vol. 454–455
=External Links=
* [https://labraj.feri.um.si/en/Janez_Brest Janez Brest - Computer Architecture and Languages Laboratory]
* [https://labraj.feri.um.si/en/Chess_program_MinkoChess Chess program MinkoChess - Computer Architecture and Languages Laboratory]
* [https://labraj.feri.um.si/en/index.php/Programming_language_Zero Programming language Zero - Computer Architecture and Languages Laboratory]
* [https://www.genealogy.math.ndsu.nodak.edu/id.php?id=159955 The Mathematics Genealogy Project - Janez Brest]
=References=
<references />
'''[[People|Up one level]]'''
[[FILE:JanezBrest.JPG|border|right|thumb|link=https://labraj.feri.um.si/en/Janez_Brest| Janez Brest <ref>[https://labraj.feri.um.si/en/Janez_Brest Janez Brest - Computer Architecture and Languages Laboratory]</ref> ]]
'''Janez Brest''',<br/>
a Slovenian computer scientist and full professor at ''Computer Architecture and Languages Laboratory'' <ref>[https://labraj.feri.um.si/en/General_Information Computer Architecture and Languages Laboratory]</ref> , Institute of Computer Science at [[University of Maribor]].
His research interests include [https://en.wikipedia.org/wiki/Case-based_reasoning case-based reasoning], [https://en.wikipedia.org/wiki/Multi-objective_optimization multi-objective optimization], and [[Genetic Programming#EvolutionaryComputation|evolutionary computation]], in particular [https://en.wikipedia.org/wiki/Differential_evolution differential evolution] applied to [https://en.wikipedia.org/wiki/Protein_folding protein folding] optimization, also used in [[Automated Tuning|automated tuning]] of chess engines.
=Selected Publications=
<ref>[https://labraj.feri.um.si/en/Janez_Brest Janez Brest - Computer Architecture and Languages Laboratory]</ref> <ref>[https://dblp.uni-trier.de/pers/hd/b/Brest:Janez.html dblp: Janez Brest]</ref>
==2000 ...==
* [[Janez Brest]], [[Viljem Žumer]] ('''2003'''). ''A Heuristic Algorithm for the Static Scheduling on Multiprocessors''. Applied Informatics '2003.
==2005 ...==
* [[Borko Bošković]], [[Sašo Greiner]], [[Janez Brest]], [[Viljem Žumer]] ('''2005'''). ''[https://ieeexplore.ieee.org/document/1491153 The representation of chess game]''. 27th International Conference on Information Technology Interfaces
* [[Sašo Greiner]], [http://www.arnetminer.org/viewperson.do?naid=1403823&name=Damijan%20Rebernak Damijan Rebernak], [[Janez Brest]], [[Viljem Žumer]] ('''2005'''). ''Z0 - a tiny experimental language''. SIGPLAN Notices Vol. 40, No. 8
* [[Borko Bošković]], [[Sašo Greiner]], [[Janez Brest]], [[Viljem Žumer]] ('''2006'''). ''[https://ieeexplore.ieee.org/document/1688532 A Differential Evolution for the Tuning of a Chess Evaluation Function]''. [[IEEE|IEEE Congress on Evolutionary Computation]]
* [[Aleš Zamuda]], [[Janez Brest]], [[Borko Bošković]], [[Viljem Žumer]] ('''2007'''). ''[https://ieeexplore.ieee.org/document/4424941?arnumber=4424941 Differential Evolution for Multiobjective Optimization with self Adaptation]''. [[IEEE|IEEE Congress on Evolutionary Computation]]
* [[Janez Brest]], [[Aleš Zamuda]], [[Borko Bošković]], [[Sašo Greiner]], [[Viljem Žumer]] ('''2008'''). ''[https://link.springer.com/chapter/10.1007/978-3-540-68830-3_3 An Analysis of the Control Parameters’ Adaptation in DE]''. [https://link.springer.com/book/10.1007/978-3-540-68830-3 Advances in Differential Evolution], [https://en.wikipedia.org/wiki/Springer_Science%2BBusiness_Media Springer]
* [[Borko Bošković]], [[Sašo Greiner]], [[Janez Brest]], [[Aleš Zamuda]], [[Viljem Žumer]] ('''2008'''). ''[https://link.springer.com/chapter/10.1007%2F978-3-540-68830-3_12 An Adaptive Differential Evolution Algorithm with Opposition-Based Mechanisms, Applied to the Tuning of a Chess Program]''. [https://link.springer.com/book/10.1007/978-3-540-68830-3 Advances in Differential Evolution], [https://en.wikipedia.org/wiki/Springer_Science%2BBusiness_Media Springer]
* [[Sašo Greiner]], [[Janez Brest]], [[Viljem Žumer]] ('''2009'''). ''Zero - a blend of static typing and dynamic metaprogramming''. Computer Languages, Systems & Structures, Vol. 35, No. 3 <ref>[http://labraj.uni-mb.si/en/index.php/Programming_language_Zero Programming language Zero - Computer Architecture and Languages Laboratory]</ref>
==2010 ...==
* [[Borko Bošković]], [[Janez Brest]] ('''2011'''). ''[http://www.informatica.si/index.php/informatica/article/view/353 Tuning Chess Evaluation Function Parameters using Differential Evolution]''. Informatica, Vol. 35, No. 2
* [[Borko Bošković]], [[Janez Brest]], [[Aleš Zamuda]], [[Sašo Greiner]], [[Viljem Žumer]] ('''2011'''). ''[https://dl.acm.org/citation.cfm?id=1966601 History mechanism supported differential evolution for chess evaluation function tuning]''. [http://www.springer.com/engineering/computational+intelligence+and+complexity/journal/500 Soft Computing], Vol. 15, No. 4
* [[Aleš Zamuda]], [[Janez Brest]], [[Borko Bošković]], [[Viljem Žumer]] ('''2011'''). ''[https://www.sciencedirect.com/science/article/pii/S156849461100247X Differential Evolution for Parameterized Procedural Woody Plant Models Reconstruction]''. [https://www.journals.elsevier.com/applied-soft-computing Applied Soft Computing], Vol. 11, No. 8
* [[Borko Bošković]], [[Janez Brest]] ('''2011'''). ''Chess Program Umko''. [http://ev.fe.uni-lj.si/index-eng.html Elektrotehniški vestnik], Vol. 78, No. 3, English Edition, [https://pdfs.semanticscholar.org/c1b0/c2b14e7ed8c72a1d5e55f1a3f022c2f3ee61.pdf pdf]
* [[Borko Bošković]], [https://people.engr.ncsu.edu/brglez/ Franc Brglez], [[Janez Brest]] ('''2014'''). ''Low-Autocorrelation Binary Sequences: On Improved Merit Factors and Runtime Predictions to Achieve Them''. [https://arxiv.org/abs/1406.5301 arXiv:1406.5301]
* [[Aleš Zamuda]], [[Janez Brest]] ('''2014'''). ''[https://www.sciencedirect.com/science/article/pii/S0020025514004927 Vectorized Procedural Models for Animated Trees Reconstruction using Differential Evolution]''. [https://en.wikipedia.org/wiki/Information_Sciences_(journal) Information Sciences], Vol. 278
==2015 ...==
* [[Aleš Zamuda]], [[Janez Brest]] ('''2015'''). ''[https://www.sciencedirect.com/science/article/abs/pii/S2210650215000826 Self-adaptive control parameters' randomization frequency and propagations in differential evolution]''. [https://www.journals.elsevier.com/swarm-and-evolutionary-computation Swarm and Evolutionary Computation], Vol. 25
* [[Borko Bošković]], [[Janez Brest]] ('''2016'''). ''[https://www.sciencedirect.com/science/article/pii/S1568494616301454 Genetic algorithm with advanced mechanisms applied to the protein structure prediction in a hydrophobic-polar model and cubic lattice]''. [https://www.journals.elsevier.com/applied-soft-computing Applied Soft Computing], Vol. 45
* [[Borko Bošković]], [[Janez Brest]] ('''2017'''). ''Protein Folding Optimization using Differential Evolution Extended with Local Search and Component Reinitialization''. [https://arxiv.org/abs/1710.07031 arXiv:1710.07031]
* [[Borko Bošković]], [[Janez Brest]] ('''2018'''). ''[https://www.sciencedirect.com/science/article/pii/S0020025518303335 Protein folding optimization using differential evolution extended with local search and component reinitialization]''. [https://en.wikipedia.org/wiki/Information_Sciences_(journal) Information Sciences], Vol. 454–455
=External Links=
* [https://labraj.feri.um.si/en/Janez_Brest Janez Brest - Computer Architecture and Languages Laboratory]
* [https://labraj.feri.um.si/en/Chess_program_MinkoChess Chess program MinkoChess - Computer Architecture and Languages Laboratory]
* [https://labraj.feri.um.si/en/index.php/Programming_language_Zero Programming language Zero - Computer Architecture and Languages Laboratory]
* [https://www.genealogy.math.ndsu.nodak.edu/id.php?id=159955 The Mathematics Genealogy Project - Janez Brest]
=References=
<references />
'''[[People|Up one level]]'''
