Regarding the Behavior of Bison Runners Within the Bison Algorithm
This paper proposes a modification of the Bison Algorithm’s running technique, which allows the running group to exploit the areas of discovered promising solutions. It also provides a closer examination of the successful running behavior and its impact on the overall optimization process. The new a...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Brno University of Technology
2018-06-01
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| Series: | Mendel |
| Subjects: | |
| Online Access: | https://mendel-journal.org/index.php/mendel/article/view/24 |
| _version_ | 1818788083835863040 |
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| author | Anezka Kazikova Michal Pluhacek Roman Senkerik |
| author_facet | Anezka Kazikova Michal Pluhacek Roman Senkerik |
| author_sort | Anezka Kazikova |
| collection | DOAJ |
| description | This paper proposes a modification of the Bison Algorithm’s running technique, which allows the running group to exploit the areas of discovered promising solutions. It also provides a closer examination of the successful running behavior and its impact on the overall optimization process. The new algorithm is then compared to other optimization algorithms on the IEEE CEC 2017 benchmark solving continuous minimization problems. |
| first_indexed | 2024-12-18T14:18:02Z |
| format | Article |
| id | doaj.art-124d4539fd5d49669982d8863c2056a8 |
| institution | Directory Open Access Journal |
| issn | 1803-3814 2571-3701 |
| language | English |
| last_indexed | 2024-12-18T14:18:02Z |
| publishDate | 2018-06-01 |
| publisher | Brno University of Technology |
| record_format | Article |
| series | Mendel |
| spelling | doaj.art-124d4539fd5d49669982d8863c2056a82022-12-21T21:04:55ZengBrno University of TechnologyMendel1803-38142571-37012018-06-0124110.13164/mendel.2018.1.06324Regarding the Behavior of Bison Runners Within the Bison AlgorithmAnezka KazikovaMichal PluhacekRoman SenkerikThis paper proposes a modification of the Bison Algorithm’s running technique, which allows the running group to exploit the areas of discovered promising solutions. It also provides a closer examination of the successful running behavior and its impact on the overall optimization process. The new algorithm is then compared to other optimization algorithms on the IEEE CEC 2017 benchmark solving continuous minimization problems.https://mendel-journal.org/index.php/mendel/article/view/24bison algorithmbison seeker algorithmoptimizationswarm algorithms |
| spellingShingle | Anezka Kazikova Michal Pluhacek Roman Senkerik Regarding the Behavior of Bison Runners Within the Bison Algorithm Mendel bison algorithm bison seeker algorithm optimization swarm algorithms |
| title | Regarding the Behavior of Bison Runners Within the Bison Algorithm |
| title_full | Regarding the Behavior of Bison Runners Within the Bison Algorithm |
| title_fullStr | Regarding the Behavior of Bison Runners Within the Bison Algorithm |
| title_full_unstemmed | Regarding the Behavior of Bison Runners Within the Bison Algorithm |
| title_short | Regarding the Behavior of Bison Runners Within the Bison Algorithm |
| title_sort | regarding the behavior of bison runners within the bison algorithm |
| topic | bison algorithm bison seeker algorithm optimization swarm algorithms |
| url | https://mendel-journal.org/index.php/mendel/article/view/24 |
| work_keys_str_mv | AT anezkakazikova regardingthebehaviorofbisonrunnerswithinthebisonalgorithm AT michalpluhacek regardingthebehaviorofbisonrunnerswithinthebisonalgorithm AT romansenkerik regardingthebehaviorofbisonrunnerswithinthebisonalgorithm |