Classification of Swarm Intelligence Algorithms In Complex Adaptive System Perspective with Statistical Comparative Test Method
This research aims to classify which SI algorithms have CAS or non-CAS criteria. The statistical comparative test method with 5 (five) characteristic test parameters was used as the proof approach that produces the classification. Based on the hypothesis that has been tested from 15 (fifteen) algori...
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| Format: | Article |
| Language: | English |
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Diponegoro University
2017-10-01
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| Series: | Jurnal Teknologi dan Sistem Komputer |
| Subjects: | |
| Online Access: | https://jtsiskom.undip.ac.id/index.php/jtsiskom/article/view/12968 |
| _version_ | 1797285202711543808 |
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| author | Ketut Bayu Yogha Bintoro Silvester Dian Handy Permana |
| author_facet | Ketut Bayu Yogha Bintoro Silvester Dian Handy Permana |
| author_sort | Ketut Bayu Yogha Bintoro |
| collection | DOAJ |
| description | This research aims to classify which SI algorithms have CAS or non-CAS criteria. The statistical comparative test method with 5 (five) characteristic test parameters was used as the proof approach that produces the classification. Based on the hypothesis that has been tested from 15 (fifteen) algorithms compared in this study, It was obtained that 8 of 15 (53.33%) algorithms has the majority of CAS characteristics, 3 of 15 (20%) algorithms has a minority of characteristics of CAS, and 4 out of 15 (26.66%) algorithms did not have CAS characteristics. The result can be a reference to understanding the characteristics of SI algorithms in the CAS and vice versa. |
| first_indexed | 2024-03-07T17:59:52Z |
| format | Article |
| id | doaj.art-9c1744d33d654ceb8c0fce8eba391495 |
| institution | Directory Open Access Journal |
| issn | 2338-0403 |
| language | English |
| last_indexed | 2024-03-07T17:59:52Z |
| publishDate | 2017-10-01 |
| publisher | Diponegoro University |
| record_format | Article |
| series | Jurnal Teknologi dan Sistem Komputer |
| spelling | doaj.art-9c1744d33d654ceb8c0fce8eba3914952024-03-02T11:06:24ZengDiponegoro UniversityJurnal Teknologi dan Sistem Komputer2338-04032017-10-015416617110.14710/jtsiskom.5.4.2017.166-17112725Classification of Swarm Intelligence Algorithms In Complex Adaptive System Perspective with Statistical Comparative Test MethodKetut Bayu Yogha Bintoro0Silvester Dian Handy Permana1Department of Informatics, Universitas Trilogi, IndonesiaDepartment of Informatics, Universitas Trilogi, IndonesiaThis research aims to classify which SI algorithms have CAS or non-CAS criteria. The statistical comparative test method with 5 (five) characteristic test parameters was used as the proof approach that produces the classification. Based on the hypothesis that has been tested from 15 (fifteen) algorithms compared in this study, It was obtained that 8 of 15 (53.33%) algorithms has the majority of CAS characteristics, 3 of 15 (20%) algorithms has a minority of characteristics of CAS, and 4 out of 15 (26.66%) algorithms did not have CAS characteristics. The result can be a reference to understanding the characteristics of SI algorithms in the CAS and vice versa.https://jtsiskom.undip.ac.id/index.php/jtsiskom/article/view/12968swarm intelligence algorithmcomplex adaptive systemstatistical comparative teststatistical comparison test |
| spellingShingle | Ketut Bayu Yogha Bintoro Silvester Dian Handy Permana Classification of Swarm Intelligence Algorithms In Complex Adaptive System Perspective with Statistical Comparative Test Method Jurnal Teknologi dan Sistem Komputer swarm intelligence algorithm complex adaptive system statistical comparative test statistical comparison test |
| title | Classification of Swarm Intelligence Algorithms In Complex Adaptive System Perspective with Statistical Comparative Test Method |
| title_full | Classification of Swarm Intelligence Algorithms In Complex Adaptive System Perspective with Statistical Comparative Test Method |
| title_fullStr | Classification of Swarm Intelligence Algorithms In Complex Adaptive System Perspective with Statistical Comparative Test Method |
| title_full_unstemmed | Classification of Swarm Intelligence Algorithms In Complex Adaptive System Perspective with Statistical Comparative Test Method |
| title_short | Classification of Swarm Intelligence Algorithms In Complex Adaptive System Perspective with Statistical Comparative Test Method |
| title_sort | classification of swarm intelligence algorithms in complex adaptive system perspective with statistical comparative test method |
| topic | swarm intelligence algorithm complex adaptive system statistical comparative test statistical comparison test |
| url | https://jtsiskom.undip.ac.id/index.php/jtsiskom/article/view/12968 |
| work_keys_str_mv | AT ketutbayuyoghabintoro classificationofswarmintelligencealgorithmsincomplexadaptivesystemperspectivewithstatisticalcomparativetestmethod AT silvesterdianhandypermana classificationofswarmintelligencealgorithmsincomplexadaptivesystemperspectivewithstatisticalcomparativetestmethod |