Application of Fuzzy C Means and TOPSIS in Warehouse Selection at PT Warung Islami Bogor
PT Warung Islami Bogor needs a warehouse to store goods that come from suppliers. Currently, the selection of warehouses is still done manually and is subjective. It is feared that this will lead to inaccuracies in renting the warehouse. So an application is needed to assist companies in choosing a...
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| Format: | Article |
| Language: | English |
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Kresnamedia Publisher
2023-06-01
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| Series: | Jurnal Riset Informatika |
| Subjects: | |
| Online Access: | https://ejournal.kresnamediapublisher.com/index.php/jri/article/view/517 |
| _version_ | 1797688870430572544 |
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| author | Dewi Primasari Khidir Zahid Muchtadiabillah Freza Riana |
| author_facet | Dewi Primasari Khidir Zahid Muchtadiabillah Freza Riana |
| author_sort | Dewi Primasari |
| collection | DOAJ |
| description | PT Warung Islami Bogor needs a warehouse to store goods that come from suppliers. Currently, the selection of warehouses is still done manually and is subjective. It is feared that this will lead to inaccuracies in renting the warehouse. So an application is needed to assist companies in choosing a warehouse. The fuzzy C-Means method can be used to classify warehouse data based on the characteristics of each group. After obtaining the next group is to make a rating of each group. One method that can be used is the TOPSIS method. The TOPSIS method can be applied to this application to rank the data warehouses that have been grouped. In the selection of this warehouse, there are several criteria. The criteria used are price, building area, distance from the head office (HO), parking area, and number of floors. The calculation process is done by dividing the warehouse data into several groups and ranking them to obtain the best recommendations. This application uses the PHP programming language with the Laravel framework—testing using a black box. Fuzzy C-Means and TOPSIS calculations show that Warehouse CCC is the best warehouse in Cluster 1 with a value of 0.797, and the Warehouse in Front of Gas Station Villa Bogor Indah is the best in Cluster 2 with a value of 0.613. |
| first_indexed | 2024-03-12T01:37:50Z |
| format | Article |
| id | doaj.art-0fc9b661376849ebba985985c7ecdd8b |
| institution | Directory Open Access Journal |
| issn | 2656-1743 2656-1735 |
| language | English |
| last_indexed | 2024-03-12T01:37:50Z |
| publishDate | 2023-06-01 |
| publisher | Kresnamedia Publisher |
| record_format | Article |
| series | Jurnal Riset Informatika |
| spelling | doaj.art-0fc9b661376849ebba985985c7ecdd8b2023-09-11T04:17:56ZengKresnamedia PublisherJurnal Riset Informatika2656-17432656-17352023-06-015331132010.34288/jri.v5i3.517517Application of Fuzzy C Means and TOPSIS in Warehouse Selection at PT Warung Islami BogorDewi Primasari0Khidir Zahid Muchtadiabillah1Freza Riana2Universitas Ibn Khaldun BogorUniversitas Ibn Khaldun BogorUniversitas Ibn Khaldun BogorPT Warung Islami Bogor needs a warehouse to store goods that come from suppliers. Currently, the selection of warehouses is still done manually and is subjective. It is feared that this will lead to inaccuracies in renting the warehouse. So an application is needed to assist companies in choosing a warehouse. The fuzzy C-Means method can be used to classify warehouse data based on the characteristics of each group. After obtaining the next group is to make a rating of each group. One method that can be used is the TOPSIS method. The TOPSIS method can be applied to this application to rank the data warehouses that have been grouped. In the selection of this warehouse, there are several criteria. The criteria used are price, building area, distance from the head office (HO), parking area, and number of floors. The calculation process is done by dividing the warehouse data into several groups and ranking them to obtain the best recommendations. This application uses the PHP programming language with the Laravel framework—testing using a black box. Fuzzy C-Means and TOPSIS calculations show that Warehouse CCC is the best warehouse in Cluster 1 with a value of 0.797, and the Warehouse in Front of Gas Station Villa Bogor Indah is the best in Cluster 2 with a value of 0.613.https://ejournal.kresnamediapublisher.com/index.php/jri/article/view/517clusterwarehousefuzzy c-meanstopsis |
| spellingShingle | Dewi Primasari Khidir Zahid Muchtadiabillah Freza Riana Application of Fuzzy C Means and TOPSIS in Warehouse Selection at PT Warung Islami Bogor Jurnal Riset Informatika cluster warehouse fuzzy c-means topsis |
| title | Application of Fuzzy C Means and TOPSIS in Warehouse Selection at PT Warung Islami Bogor |
| title_full | Application of Fuzzy C Means and TOPSIS in Warehouse Selection at PT Warung Islami Bogor |
| title_fullStr | Application of Fuzzy C Means and TOPSIS in Warehouse Selection at PT Warung Islami Bogor |
| title_full_unstemmed | Application of Fuzzy C Means and TOPSIS in Warehouse Selection at PT Warung Islami Bogor |
| title_short | Application of Fuzzy C Means and TOPSIS in Warehouse Selection at PT Warung Islami Bogor |
| title_sort | application of fuzzy c means and topsis in warehouse selection at pt warung islami bogor |
| topic | cluster warehouse fuzzy c-means topsis |
| url | https://ejournal.kresnamediapublisher.com/index.php/jri/article/view/517 |
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