Diferencialna evolucija

@inproceedings{Ferš2023187,

title = {Improvement in Continuous Black-box Setting Search Performance by Tuning L-SHADE Differential Evolution Historical Memory Size Parameter},

author = {Nataša Ošep Ferš and Aleš Zamuda},

url = {https://drustvo-informatika.si/uploads/documents/6a1c2595-7d3f-4dd2-ab6c-9ed9b168c19d//SOR23Proceedings.pdf

https://plus-legacy.cobiss.net/cobiss/si/sl/bib/166585091},

year  = {2023},

date = {2023-09-20},

urldate = {2023-09-20},

journal = {Proceedings of the 17th International Symposium on Operational Research in Slovenia, SOR 2023},

pages = {187 – 190},

publisher = {Slovenian Society Informatika},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{brest2021self,

title = {Self-adaptive differential evolution algorithm with population size reduction for single objective bound-constrained optimization: Algorithm j21},

author = {Janez Brest and Mirjam Sepesy Maučec and Borko Bošković},

url = {https://ieeexplore.ieee.org/abstract/document/9504782

https://labraj.feri.um.si/wp-content/uploads/janez/CEC2021-j21.pdf},

doi = {10.1109/CEC45853.2021.9504782},

isbn = {978-1-7281-8393-0},

year  = {2021},

date = {2021-08-09},

urldate = {2021-01-01},

booktitle = {2021 IEEE congress on evolutionary computation (CEC)},

pages = {817–824},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{brest2020differential,

title = {Differential evolution algorithm for single objective bound-constrained optimization: Algorithm j2020},

author = {Janez Brest and Mirjam Sepesy Maučec and Borko Bošković},

url = {https://ieeexplore.ieee.org/document/9185551},

doi = {10.1109/CEC48606.2020.9185551},

year  = {2020},

date = {2020-09-03},

urldate = {2020-09-03},

booktitle = {2020 IEEE congress on evolutionary computation (CEC)},

journal = {2020 IEEE Congress on Evolutionary Computation, CEC 2020 - Conference Proceedings},

pages = {1-8},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{alic2020population,

title = {Population size in differential evolution},

author = {Amina Alić and Klemen Berkovič and Borko Bošković and Janez Brest},

url = {https://link.springer.com/chapter/10.1007/978-3-030-37838-7_3

https://labraj.feri.um.si/wp-content/uploads/janez/semcco2019-PopulationSize-Amina.pdf},

doi = {https://doi.org/10.1007/978-3-030-37838-7_3},

isbn = {978-3-030-37838-7},

year  = {2020},

date = {2020-01-03},

urldate = {2020-01-03},

booktitle = {Swarm, Evolutionary, and Memetic Computing and Fuzzy and Neural Computing: 7th International Conference, SEMCCO 2019, and 5th International Conference, FANCCO 2019, Maribor, Slovenia, July 10–12, 2019, Revised Selected Papers 7},

pages = {21–30},

organization = {Springer},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{fister2019wrapper,

title = {Wrapper-based feature selection using self-adaptive differential evolution},

author = {Dušan Fister and Iztok Fister and Timotej Jagrič and Iztok Fister Jr and Janez Brest},

url = {https://link.springer.com/chapter/10.1007/978-3-030-37838-7_13},

doi = {10.1007/978-3-030-37838-7_13},

year  = {2020},

date = {2020-01-03},

urldate = {2020-01-03},

booktitle = {International Conference on Swarm, Evolutionary, and Memetic Computing},

journal = {Communications in Computer and Information Science},

volume = {1092 CCIS},

pages = {135–154},

organization = {Springer},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{brest2019100,

title = {The 100-digit challenge: Algorithm jDE100},

author = {Janez Brest and Mirjam Sepesy Maučec and Borko Bošković},

url = {https://ieeexplore.ieee.org/abstract/document/8789904

https://labraj.feri.um.si/wp-content/uploads/janez/CEC2019-jDE100.pdf},

doi = {10.1109/CEC.2019.8789904},

year  = {2019},

date = {2019-08-08},

urldate = {2019-08-08},

booktitle = {2019 IEEE congress on evolutionary computation (CEC)},

pages = {19–26},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{brest2019analiza,

title = {Analiza algoritma jDE100 za enokriterijsko globalno optimizacijo z realnimi vrednostmi},

author = {Janez Brest and Jan Popič and Mirjam Sepesy Maučec and Borko Boškovic},

url = {https://plus.cobiss.net/cobiss/si/sl/data/cobib/22981654

https://erk.fe.uni-lj.si/2019/papers/brest(analiza_algoritma).pdf},

issn = {2591-0442},

year  = {2019},

date = {2019-00-00},

urldate = {2019-00-00},

booktitle = {Proceedings of the Twenty-eight International Electrotechnical and Computer Science Conference ERK 2019},

pages = {215-218},

publisher = {Slovenian Section IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Zamuda2018-IWSSIP2018tenfoldRWOdesignDE,

title = {On Tenfold Execution Time in Real World Optimization Problems with Differential Evolution in Perspective of Algorithm Design},

author = {Aleš Zamuda and Janez Brest},

url = {https://ieeexplore.ieee.org/document/8439207},

doi = {10.1109/IWSSIP.2018.8439207},

year  = {2018},

date = {2018-08-19},

urldate = {2018-08-19},

booktitle = {2018 25th International Conference on Systems, Signals and Image Processing (IWSSIP)},

pages = {1-5},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Zamuda2018-IWSSIP2018tutorialDE,

title = {Differential Evolution and Systems, Signals, and Image Processing - Tutorial},

author = {Aleš Zamuda},

url = {https://www.iwssip.org/archive/2018/tutorial-speeches/index.html},

year  = {2018},

date = {2018-06-22},

urldate = {2018-00-00},

booktitle = {2018 25th International Conference on Systems, Signals and Image Processing (IWSSIP)},

pages = {1-28},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Zamuda2018-MENDEL2018tutorialDE,

title = {Differential Evolution for Evolutionary Computation Challenges: examples from tree growth, energy scheduling, and deep ocean underwater robotics - Tutorial},

author = {Aleš Zamuda},

url = {https://www.aleszamuda.si/w/publications/},

year  = {2018},

date = {2018-00-00},

urldate = {2018-00-00},

booktitle = {24th International Conference on Soft Computing},

pages = {1-1},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{brest2017single,

title = {Single objective real-parameter optimization: Algorithm jSO},

author = {Janez Brest and Mirjam Sepesy Maučec and Borko Bošković},

url = {https://ieeexplore.ieee.org/abstract/document/7969456

https://labraj.feri.um.si/wp-content/uploads/janez/CEC2017-jSO.pdf},

doi = {10.1109/CEC.2017.7969456},

year  = {2017},

date = {2017-07-07},

urldate = {2017-07-07},

booktitle = {2017 IEEE congress on evolutionary computation (CEC)},

pages = {1311–1318},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Zamuda2017-CEC2017benchConstrainedLSHADE,

title = {Adaptive Constraint Handling and Success History Differential Evolution for CEC 2017 Constrained Real-Parameter Optimization},

author = {Aleš Zamuda},

url = {https://ieeexplore.ieee.org/document/7969601},

doi = {10.1109/CEC.2017.7969601},

year  = {2017},

date = {2017-07-07},

urldate = {2017-07-07},

booktitle = {Proceedings of the 2017 IEEE Congress on Evolutionary Computation},

pages = {2443–2450},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{SuccessCustersDE-ViktorinSenkerikPluhacekZamudaSSCI2016,

title = {Success Clusters in Differential Evolution},

author = {Adam Viktorin and Roman Senkerik and Michal Pluhacek and Aleš Zamuda},

url = {https://ieeexplore.ieee.org/document/7850252},

doi = {10.1109/SSCI.2016.7850252},

year  = {2017},

date = {2017-02-13},

urldate = {2017-02-13},

booktitle = {IEEE SSCI2016 Symposium Series on Computational Intelligence, December 6-9, 2016, Athens, Greece},

issue = {??},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Viktorin2017,

title = {Steady success clusters in Differential Evolution},

author = {Adam Viktorin and Roman Senkerik and Michal Pluhacek and Aleš Zamuda},

url = {https://ieeexplore.ieee.org/document/7850252},

doi = {10.1109/SSCI.2016.7850252},

year  = {2017},

date = {2017-02-13},

urldate = {2017-02-13},

journal = {2016 IEEE Symposium Series on Computational Intelligence, SSCI 2016},

pages = {1–8},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Zamuda2017-SSCI2017distanceDE,

title = {Distance based parameter adaptation for differential evolution},

author = {Adam Viktorin and Roman Senkerik and Michal Pluhacek and Tomas Kadavy and Aleš Zamuda},

url = {https://ieeexplore.ieee.org/document/8280959},

doi = {10.1109/SSCI.2017.8280959},

isbn = {978-1-5386-2726-6},

year  = {2017},

date = {2017-02-05},

urldate = {2017-02-05},

booktitle = {2017 IEEE Symposium Series on Computational Intelligence (SSCI)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{ZamudaCEC2016brushTiledEvoLisaBlending,

title = {Tiled EvoLisa Image Evolution With Blending Triangle Brushstrokes and Gene Compression DE},

author = {Aleš Zamuda and Uroš Mlakar},

url = {https://ieeexplore.ieee.org/document/7744116},

doi = {10.1109/CEC.2016.7744116},

year  = {2016},

date = {2016-11-21},

urldate = {2016-11-21},

booktitle = {IEEE Congress on Evolutionary Computation (CEC) 2016},

pages = {2618-2625},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{brest2016shade,

title = {iL-SHADE: Improved L-SHADE algorithm for single objective real-parameter optimization},

author = {Janez Brest and Mirjam Sepesy Maučec and Borko Bošković},

url = {https://labraj.feri.um.si/wp-content/uploads/janez/CEC2016-iL-SHADE.pdf},

doi = {10.1109/CEC.2016.7743922},

year  = {2016},

date = {2016-11-21},

urldate = {2016-11-21},

booktitle = {2016 IEEE congress on evolutionary computation (CEC)},

pages = {1188–1195},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Brest2015,

title = {Some improvements of the self-adaptive jDE algorithm},

author = {Janez Brest and Aleš Zamuda and Iztok Fister and Borko Bošković},

url = {https://ieeexplore.ieee.org/document/7031537},

doi = {10.1109/SDE.2014.7031537},

year  = {2015},

date = {2015-02-09},

urldate = {2015-02-09},

journal = {IEEE SSCI 2014 - 2014 IEEE Symposium Series on Computational Intelligence - SDE 2014: 2014 IEEE Symposium on Differential Evolution, Proceedings},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Mlakar2014105,

title = {Differential evolution for self-adaptive triangular brushstrokes},

author = {Uroš Mlakar and Janez Brest and Aleš Zamuda},

url = {http://bioma.ijs.si/2014/files/09-paper.pdf},

year  = {2014},

date = {2014-09-13},

urldate = {2014-09-13},

journal = {Proceedings of the Student Workshop on Bioinspired Optimization Methods and their Applications, BIOMA 2014},

pages = {105 – 116},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{zamuda2013structured,

title = {Structured Population Size Reduction Differential Evolution with Multiple Mutation Strategies on CEC 2013 real parameter optimization},

author = {Aleš Zamuda and Janez Brest and Efrén Mezura-Montes},

url = {http://ieeexplore.ieee.org/document/6557794/},

doi = {10.1109/CEC.2013.6557794},

year  = {2013},

date = {2013-07-15},

urldate = {2013-07-15},

booktitle = {2013 IEEE congress on evolutionary computation},

journal = {2013 IEEE Congress on Evolutionary Computation, CEC 2013},

pages = {1925 – 1931},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Brest2013377,

title = {Real Parameter Single Objective Optimization using self-adaptive differential evolution algorithm with more strategies},

author = {Janez Brest and Borko Bošković and Aleš Zamuda and Iztok Fister and Efren Mezura-Montes},

url = {https://ieeexplore.ieee.org/document/6557594},

doi = {10.1109/CEC.2013.6557594},

year  = {2013},

date = {2013-07-15},

urldate = {2013-07-15},

journal = {2013 IEEE Congress on Evolutionary Computation, CEC 2013},

pages = {377 – 383},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{ZamudaWCCI2012,

title = {Tree Model Reconstruction Innovization Using Multi-objective Differential Evolution},

author = {Aleš Zamuda and Janez Brest},

url = {https://ieeexplore.ieee.org/document/6256413},

doi = {10.1109/CEC.2012.6256413},

year  = {2012},

date = {2012-08-12},

urldate = {2012-08-12},

booktitle = {2012 IEEE World Congress on Computational Intelligence (IEEE WCCI 2012), Brisbane, Australia},

issue = {??},

pages = {575-582},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Brest2012,

title = {Self-adaptive differential evolution algorithm with a small and varying population size},

author = {Janez Brest and Borko Bošković and Aleš Zamuda and Iztok Fister and Mirjam Sepesy Maučec},

url = {https://ieeexplore.ieee.org/document/6252909/},

doi = {10.1109/CEC.2012.6252909},

year  = {2012},

date = {2012-08-02},

urldate = {2012-01-01},

journal = {2012 IEEE Congress on Evolutionary Computation, CEC 2012},

pages = {1–8},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Zamuda2012154,

title = {Population reduction differential evolution with multiple mutation strategies in real world industry challenges},

author = {Aleš Zamuda and Janez Brest},

url = {https://link.springer.com/chapter/10.1007/978-3-642-29353-5_18},

doi = {10.1007/978-3-642-29353-5_18},

year  = {2012},

date = {2012-04-29},

urldate = {2012-01-01},

booktitle = {International Symposium on Evolutionary Computation},

journal = {Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},

volume = {7269 LNCS},

pages = {154 – 161},

organization = {Springer},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}