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On the performance of enhanced PSO algorithm with dissipative chaotic pap in the task of high dimensional optimization problems
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| Title: | On the performance of enhanced PSO algorithm with dissipative chaotic pap in the task of high dimensional optimization problems |
| Author: | Pluháček, Michal; Šenkeřík, Roman; Zelinka, Ivan; Davendra, Donald David |
| Document type: | Peer-reviewed article (English) |
| Source document: | Advances in Intelligent Systems and Computing. 2013, vol. 210, p. 89-99 |
| ISSN: | 2194-5357 (Sherpa/RoMEO, JCR) |
| ISBN: |
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| DOI: | https://doi.org/10.1007/978-3-319-00542-3_10 |
| Abstract: | In this paper, it is proposed the utilization of discrete Dissipative standard map based chaos pseudorandom number generator to enhance the performance of PSO algorithm with linear decreasing inertia weight in the task of high dimensional optimization. The performance is tested on a set of four typical test functions and the results are briefly analyzed and compared against the standard PSO version with inertia weight. © Springer International Publishing Switzerland 2013. |
| Full text: | https://link.springer.com/chapter/10.1007/978-3-319-00542-3_10 |
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ČSN ISO 690:2011 citation
Citace článku v časopise:
PLUHÁČEK, Michal, Roman ŠENKEŘÍK, Ivan ZELINKA a Donald David DAVENDRA. On the performance of enhanced PSO algorithm with dissipative chaotic pap in the task of high dimensional optimization problems. Advances in Intelligent Systems and Computing [online]. 2013, vol. 210, s. 89-99. [cit. 2024-04-20]. ISSN 2194-5357. Dostupné z: https://link.springer.com/chapter/10.1007/978-3-319-00542-3_10.
These citations are software generated and may contain errors. To verify accuracy, check the appropriate style guide.
PLUHÁČEK, Michal, Roman ŠENKEŘÍK, Ivan ZELINKA a Donald David DAVENDRA. On the performance of enhanced PSO algorithm with dissipative chaotic pap in the task of high dimensional optimization problems. Advances in Intelligent Systems and Computing [online]. 2013, vol. 210, s. 89-99. [cit. 2024-04-20]. ISSN 2194-5357. Dostupné z: https://link.springer.com/chapter/10.1007/978-3-319-00542-3_10.
These citations are software generated and may contain errors. To verify accuracy, check the appropriate style guide.
