Bibliografsko iskanje

@article{POPIC2025113978,

title = {Improving mutation strategies in differential evolution with a new pbest selection mechanism},

author = {Jan Popič and Borko Bošković and Janez Brest},

url = {https://www.sciencedirect.com/science/article/pii/S1568494625012918},

doi = {https://doi.org/10.1016/j.asoc.2025.113978},

issn = {1568-4946},

year  = {2025},

date = {2025-09-27},

urldate = {2025-09-27},

journal = {Applied Soft Computing},

pages = {113978},

abstract = {Differential evolution, which belongs to a group of population-based algorithms, has received a lot of research attention since its introduction in 1995. A population-based algorithm is required to guide individuals to visit potentially better basins of attraction in the search space when searching for a global optimal solution. Additionally, individuals need to interact with each other during an evolutionary process to explore the search space effectively. In this paper, we propose a novel pbest selection mechanism for DE/current-to-pbest mutation strategy and its variants designed to enhance the potential for exploration of different attraction basins. The proposed mechanism enforces a minimal distance between the selected pbest individual and all other better individuals. This means that possible candidates for the pbest individual, used in mutation, are further spaced apart. As a result, the likelihood that the new trial vector will be generated in a different attraction basin of the search space is increased. The mechanism is incorporated into the L-SHADE, jSO, and L-SRTDE algorithms, and its effectiveness is evaluated using CEC’24 benchmark functions. Experimental results demonstrate improvements in the performance of the selected algorithms, particularly in higher-dimensional problem instances.},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{psenicnik2025,

title = {Dual-step optimization for binary sequences with high merit factors},

author = {Blaž Pšeničnik and Rene Mlinarič and Janez Brest and Borko Bošković},

url = {https://www.sciencedirect.com/science/article/pii/S1051200425003380},

doi = {https://doi.org/10.1016/j.dsp.2025.105316},

issn = {1051-2004},

year  = {2025},

date = {2025-05-13},

urldate = {2025-05-13},

journal = {Digital Signal Processing},

volume = {165},

pages = {105316},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{brest2025comparative,

title = {Comparative Study of Modern Differential Evolution Algorithms: Perspectives on Mechanisms and Performance},

author = {Janez Brest and Mirjam Sepesy Maučec},

url = {https://www.mdpi.com/2227-7390/13/10/1556},

doi = {https://doi.org/10.3390/math13101556},

year  = {2025},

date = {2025-05-09},

urldate = {2025-05-09},

journal = {Mathematics},

volume = {13},

number = {10},

pages = {1556},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{bovskovic2024twoPhase,

title = {Two-phase optimization of binary sequences with low peak sidelobe level value},

author = {Borko Bošković and Janez Brest},

url = {https://arxiv.org/abs/2107.09801},

doi = {10.1016/j.eswa.2024.124032},

year  = {2024},

date = {2024-10-01},

urldate = {2024-10-01},

journal = {Expert Systems with Applications},

volume = {251},

publisher = {Elsevier},

note = {Art. no. 124032},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{brest2024efficient,

title = {An Efficient Algorithm for Designing Long Aperiodic Binary Sequences with Low Auto-Correlation Sidelobes},

author = {Janez Brest and Jan Popič and Jana Herzog and Borko Bošković},

url = {https://ieeexplore.ieee.org/abstract/document/10623441},

doi = {10.1109/ACCESS.2024.3439229},

issn = {2169-3536},

year  = {2024},

date = {2024-08-05},

urldate = {2024-08-05},

journal = {IEEE access},

volume = {12},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{bovskovic2024parallel,

title = {Parallel self-avoiding walks for a low-autocorrelation binary sequences problem},

author = {Borko Bošković and Jana Herzog and Janez Brest},

url = {https://arxiv.org/abs/2210.15962},

doi = {https://doi.org/10.1016/j.jocs.2024.102260},

year  = {2024},

date = {2024-04-00},

urldate = {2024-01-01},

journal = {Journal of Computational Science},

publisher = {Elsevier},

note = {Art. no. 102260},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{herzog2023analysis,

title = {Analysis based on statistical distributions: A practical approach for stochastic solvers using discrete and continuous problems},

author = {Jana Herzog and Janez Brest and Borko Bošković},

doi = {10.1016/j.ins.2023.03.081},

year  = {2023},

date = {2023-07-00},

urldate = {2023-01-01},

journal = {Information Sciences},

volume = {633},

pages = {469–490},

publisher = {Elsevier},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{popic2021deep,

title = {Deep Learning and the Game of Checkers},

author = {Jan Popič and Borko Bošković and Janez Brest},

url = {https://mendel-journal.org/index.php/mendel/article/view/163

},

doi = {10.13164/mendel.2021.2.001},

issn = {2571-3701},

year  = {2021},

date = {2021-12-21},

urldate = {2021-12-21},

booktitle = {MENDEL},

journal = {MENDEL},

volume = {27},

number = {2},

pages = {1–6},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{brest2021IEEEAcces-labsPSL,

title = {Low Autocorrelation Binary Sequences: Best-Known Peak Sidelobe Level Values},

author = {Janez Brest and Borko Bošković},

doi = {10.1109/ACCESS.2021.3077541},

year  = {2021},

date = {2021-05-04},

urldate = {2021-01-01},

journal = {IEEE Access},

volume = {9},

pages = {67713–67723},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {article}

}