Belief Value Development In Dempster-Shafer With Particle Swarm Optimization(PSO) For Determining Of The Provision On Cases Of Persecution
The problem of uncertainty often becomes an obstacle, especially in terms of diagnosing the provision in this study. There is an algorithm that can solve this problem is Dempster-shafer (D-S), this algorithm has belief value that serves to determine the influence between symptoms. Belief value is ob...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
University of Brawijaya
2017-11-01
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| Series: | JITeCS (Journal of Information Technology and Computer Science) |
| Online Access: | http://jitecs.ub.ac.id/index.php/jitecs/article/view/31 |
| _version_ | 1797242760926855168 |
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| author | Merry Gricelya Nababan Yusuf Priyo Anggodo Rekyan Regasari Mardi Putri |
| author_facet | Merry Gricelya Nababan Yusuf Priyo Anggodo Rekyan Regasari Mardi Putri |
| author_sort | Merry Gricelya Nababan |
| collection | DOAJ |
| description | The problem of uncertainty often becomes an obstacle, especially in terms of diagnosing the provision in this study. There is an algorithm that can solve this problem is Dempster-shafer (D-S), this algorithm has belief value that serves to determine the influence between symptoms. Belief value is obtained from experts, when there are new symptoms must have to ask the experts to know the value of belief, and takes time as well. So the Particle Swarm Optimization (PSO) algorithm will help generate and optimize the value of belief in D-S. PSO is able to produce optimal belief value. This research is to generate value belief D-S with PSO. |
| first_indexed | 2024-04-24T18:44:21Z |
| format | Article |
| id | doaj.art-8a3b5c08e1d044bb80429a8fa3557ba4 |
| institution | Directory Open Access Journal |
| issn | 2540-9433 2540-9824 |
| language | English |
| last_indexed | 2024-04-24T18:44:21Z |
| publishDate | 2017-11-01 |
| publisher | University of Brawijaya |
| record_format | Article |
| series | JITeCS (Journal of Information Technology and Computer Science) |
| spelling | doaj.art-8a3b5c08e1d044bb80429a8fa3557ba42024-03-27T08:13:23ZengUniversity of BrawijayaJITeCS (Journal of Information Technology and Computer Science)2540-94332540-98242017-11-012210.25126/jitecs.2017223123Belief Value Development In Dempster-Shafer With Particle Swarm Optimization(PSO) For Determining Of The Provision On Cases Of PersecutionMerry Gricelya Nababan0Yusuf Priyo Anggodo1Rekyan Regasari Mardi Putri2Universitas BrawijayaUniversitas BrawijayaUniversitas BrawijayaThe problem of uncertainty often becomes an obstacle, especially in terms of diagnosing the provision in this study. There is an algorithm that can solve this problem is Dempster-shafer (D-S), this algorithm has belief value that serves to determine the influence between symptoms. Belief value is obtained from experts, when there are new symptoms must have to ask the experts to know the value of belief, and takes time as well. So the Particle Swarm Optimization (PSO) algorithm will help generate and optimize the value of belief in D-S. PSO is able to produce optimal belief value. This research is to generate value belief D-S with PSO.http://jitecs.ub.ac.id/index.php/jitecs/article/view/31 |
| spellingShingle | Merry Gricelya Nababan Yusuf Priyo Anggodo Rekyan Regasari Mardi Putri Belief Value Development In Dempster-Shafer With Particle Swarm Optimization(PSO) For Determining Of The Provision On Cases Of Persecution JITeCS (Journal of Information Technology and Computer Science) |
| title | Belief Value Development In Dempster-Shafer With Particle Swarm Optimization(PSO) For Determining Of The Provision On Cases Of Persecution |
| title_full | Belief Value Development In Dempster-Shafer With Particle Swarm Optimization(PSO) For Determining Of The Provision On Cases Of Persecution |
| title_fullStr | Belief Value Development In Dempster-Shafer With Particle Swarm Optimization(PSO) For Determining Of The Provision On Cases Of Persecution |
| title_full_unstemmed | Belief Value Development In Dempster-Shafer With Particle Swarm Optimization(PSO) For Determining Of The Provision On Cases Of Persecution |
| title_short | Belief Value Development In Dempster-Shafer With Particle Swarm Optimization(PSO) For Determining Of The Provision On Cases Of Persecution |
| title_sort | belief value development in dempster shafer with particle swarm optimization pso for determining of the provision on cases of persecution |
| url | http://jitecs.ub.ac.id/index.php/jitecs/article/view/31 |
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