Swarm intelligence: problem-solving societies (a review)
This paper presents a review of the basic concepts of swarm intelligence and some views regarding the future of re-search in this area aimed at establishing a starting point for future work in different engineering fields. A bibliogra-phic search of the most updated databases regarding classic artic...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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Universidad Nacional de Colombia
2008-05-01
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| Series: | Ingeniería e Investigación |
| Subjects: | |
| Online Access: | https://revistas.unal.edu.co/index.php/ingeinv/article/view/14901 |
| _version_ | 1828481777488887808 |
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| author | Mario A. Muñoz Jesús A. López Eduardo F. Caicedo |
| author_facet | Mario A. Muñoz Jesús A. López Eduardo F. Caicedo |
| author_sort | Mario A. Muñoz |
| collection | DOAJ |
| description | This paper presents a review of the basic concepts of swarm intelligence and some views regarding the future of re-search in this area aimed at establishing a starting point for future work in different engineering fields. A bibliogra-phic search of the most updated databases regarding classic articles on the subject and the most recent applications and results was used for constructing this review, especially in the areas of automatic control, signal and image pro-cessing and robotics. The main concepts were selected and organised in chronological order. A taxonomy was ob-tained for evolutionary computing techniques, a clear differentiation between swarm intelligence and other evolutio-nary algorithms and an overview of the different techniques and applications. |
| first_indexed | 2024-12-11T08:01:50Z |
| format | Article |
| id | doaj.art-68a73fc751e04471a9573659532c56a7 |
| institution | Directory Open Access Journal |
| issn | 0120-5609 2248-8723 |
| language | English |
| last_indexed | 2024-12-11T08:01:50Z |
| publishDate | 2008-05-01 |
| publisher | Universidad Nacional de Colombia |
| record_format | Article |
| series | Ingeniería e Investigación |
| spelling | doaj.art-68a73fc751e04471a9573659532c56a72022-12-22T01:15:06ZengUniversidad Nacional de ColombiaIngeniería e Investigación0120-56092248-87232008-05-0128211913013771Swarm intelligence: problem-solving societies (a review)Mario A. MuñozJesús A. LópezEduardo F. CaicedoThis paper presents a review of the basic concepts of swarm intelligence and some views regarding the future of re-search in this area aimed at establishing a starting point for future work in different engineering fields. A bibliogra-phic search of the most updated databases regarding classic articles on the subject and the most recent applications and results was used for constructing this review, especially in the areas of automatic control, signal and image pro-cessing and robotics. The main concepts were selected and organised in chronological order. A taxonomy was ob-tained for evolutionary computing techniques, a clear differentiation between swarm intelligence and other evolutio-nary algorithms and an overview of the different techniques and applications.https://revistas.unal.edu.co/index.php/ingeinv/article/view/14901computational intelligenceevolutionary computingoptimisation algorithmswarm intelligence |
| spellingShingle | Mario A. Muñoz Jesús A. López Eduardo F. Caicedo Swarm intelligence: problem-solving societies (a review) Ingeniería e Investigación computational intelligence evolutionary computing optimisation algorithm swarm intelligence |
| title | Swarm intelligence: problem-solving societies (a review) |
| title_full | Swarm intelligence: problem-solving societies (a review) |
| title_fullStr | Swarm intelligence: problem-solving societies (a review) |
| title_full_unstemmed | Swarm intelligence: problem-solving societies (a review) |
| title_short | Swarm intelligence: problem-solving societies (a review) |
| title_sort | swarm intelligence problem solving societies a review |
| topic | computational intelligence evolutionary computing optimisation algorithm swarm intelligence |
| url | https://revistas.unal.edu.co/index.php/ingeinv/article/view/14901 |
| work_keys_str_mv | AT marioamunoz swarmintelligenceproblemsolvingsocietiesareview AT jesusalopez swarmintelligenceproblemsolvingsocietiesareview AT eduardofcaicedo swarmintelligenceproblemsolvingsocietiesareview |