Topology effect of two PSO and simplex hybrids
This paper shows optimization results for a group of standard functions. When the optimization algorithm PSO is hybridized with the simplex traditional algorithm (SX, Nelder-Mead) in two different ways, i. e. thealternating interaction hybrid (PSOSX(AIH)) and the parametric evolution hybrid (PSOSX(...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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Universidad de Antioquia
2013-03-01
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| Series: | Revista Facultad de Ingeniería Universidad de Antioquia |
| Subjects: | |
| Online Access: | https://revistas.udea.edu.co/index.php/ingenieria/article/view/14795 |
| _version_ | 1797861634216034304 |
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| author | Rodrigo Correa Julio Carrillo Oscar Reyes |
| author_facet | Rodrigo Correa Julio Carrillo Oscar Reyes |
| author_sort | Rodrigo Correa |
| collection | DOAJ |
| description |
This paper shows optimization results for a group of standard functions. When the optimization algorithm PSO is hybridized with the simplex traditional algorithm (SX, Nelder-Mead) in two different ways, i. e. thealternating interaction hybrid (PSOSX(AIH)) and the parametric evolution hybrid (PSOSX(PEH)), markedly noticeable effects are observed in both the computing time and the accuracy and precision of their results during the optimization process.
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| first_indexed | 2024-04-09T22:07:26Z |
| format | Article |
| id | doaj.art-a65a336fb9204f9885d418480e8235e1 |
| institution | Directory Open Access Journal |
| issn | 0120-6230 2422-2844 |
| language | English |
| last_indexed | 2024-04-09T22:07:26Z |
| publishDate | 2013-03-01 |
| publisher | Universidad de Antioquia |
| record_format | Article |
| series | Revista Facultad de Ingeniería Universidad de Antioquia |
| spelling | doaj.art-a65a336fb9204f9885d418480e8235e12023-03-23T12:35:28ZengUniversidad de AntioquiaRevista Facultad de Ingeniería Universidad de Antioquia0120-62302422-28442013-03-0153Topology effect of two PSO and simplex hybridsRodrigo Correa0Julio Carrillo1Oscar Reyes2Industrial University of SantanderIndustrial University of SantanderIndustrial University of Santander This paper shows optimization results for a group of standard functions. When the optimization algorithm PSO is hybridized with the simplex traditional algorithm (SX, Nelder-Mead) in two different ways, i. e. thealternating interaction hybrid (PSOSX(AIH)) and the parametric evolution hybrid (PSOSX(PEH)), markedly noticeable effects are observed in both the computing time and the accuracy and precision of their results during the optimization process. https://revistas.udea.edu.co/index.php/ingenieria/article/view/14795optimizationparticle swarm optimizationsimplexhybrids |
| spellingShingle | Rodrigo Correa Julio Carrillo Oscar Reyes Topology effect of two PSO and simplex hybrids Revista Facultad de Ingeniería Universidad de Antioquia optimization particle swarm optimization simplex hybrids |
| title | Topology effect of two PSO and simplex hybrids |
| title_full | Topology effect of two PSO and simplex hybrids |
| title_fullStr | Topology effect of two PSO and simplex hybrids |
| title_full_unstemmed | Topology effect of two PSO and simplex hybrids |
| title_short | Topology effect of two PSO and simplex hybrids |
| title_sort | topology effect of two pso and simplex hybrids |
| topic | optimization particle swarm optimization simplex hybrids |
| url | https://revistas.udea.edu.co/index.php/ingenieria/article/view/14795 |
| work_keys_str_mv | AT rodrigocorrea topologyeffectoftwopsoandsimplexhybrids AT juliocarrillo topologyeffectoftwopsoandsimplexhybrids AT oscarreyes topologyeffectoftwopsoandsimplexhybrids |