APPLICATION OF MAMDANI FUZZY METHOD TO DETERMINE ROUND BREAD PRODUCTION AT PT VANESSA BAKERY
Mamdani Fuzzy is a method that interprets input values and makes conclusions based on IF-THEN rules and producing the output. In this research Mamdani fuzzy method is applied to determine the amount of round bread production at PT Vanessa Bakery. The step involve: determining the fuzzy system, the...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Universitas Udayana
2019-08-01
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| Series: | E-Jurnal Matematika |
| Online Access: | https://ojs.unud.ac.id/index.php/mtk/article/view/52585 |
| _version_ | 1818024203273633792 |
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| author | A. A. I. DWI FIBRIAYORA G.K. GANDHIADI NI KETUT TARI TASTRAWATI I PUTU EKA NILA KENCANA |
| author_facet | A. A. I. DWI FIBRIAYORA G.K. GANDHIADI NI KETUT TARI TASTRAWATI I PUTU EKA NILA KENCANA |
| author_sort | A. A. I. DWI FIBRIAYORA |
| collection | DOAJ |
| description | Mamdani Fuzzy is a method that interprets input values and makes conclusions based on IF-THEN rules and producing the output. In this research Mamdani fuzzy method is applied to determine the amount of round bread production at PT Vanessa Bakery. The step involve: determining the fuzzy system, the membership functions, as well as the fuzzy rules. The defuzzification process is applied to determine the amount of total production and to calculate the MAPE value of the Mamdani fuzzy method. The calculated MAPE as much as 5.94%, indicates this method has an excellent forecasting ability because the value is less than 10%. Thus, the Mamdani fuzzy method can be used at PT Vanessa Bakery. |
| first_indexed | 2024-12-10T03:56:29Z |
| format | Article |
| id | doaj.art-19d6936b3aaa40db9596e15f8a7f56fb |
| institution | Directory Open Access Journal |
| issn | 2303-1751 |
| language | English |
| last_indexed | 2024-12-10T03:56:29Z |
| publishDate | 2019-08-01 |
| publisher | Universitas Udayana |
| record_format | Article |
| series | E-Jurnal Matematika |
| spelling | doaj.art-19d6936b3aaa40db9596e15f8a7f56fb2022-12-22T02:03:06ZengUniversitas UdayanaE-Jurnal Matematika2303-17512019-08-018320421010.24843/MTK.2019.v08.i03.p25452585APPLICATION OF MAMDANI FUZZY METHOD TO DETERMINE ROUND BREAD PRODUCTION AT PT VANESSA BAKERYA. A. I. DWI FIBRIAYORA0G.K. GANDHIADI1NI KETUT TARI TASTRAWATI2I PUTU EKA NILA KENCANA3Udayana UniversityUdayana UniversityUdayana UniversityUdayana UniversityMamdani Fuzzy is a method that interprets input values and makes conclusions based on IF-THEN rules and producing the output. In this research Mamdani fuzzy method is applied to determine the amount of round bread production at PT Vanessa Bakery. The step involve: determining the fuzzy system, the membership functions, as well as the fuzzy rules. The defuzzification process is applied to determine the amount of total production and to calculate the MAPE value of the Mamdani fuzzy method. The calculated MAPE as much as 5.94%, indicates this method has an excellent forecasting ability because the value is less than 10%. Thus, the Mamdani fuzzy method can be used at PT Vanessa Bakery.https://ojs.unud.ac.id/index.php/mtk/article/view/52585 |
| spellingShingle | A. A. I. DWI FIBRIAYORA G.K. GANDHIADI NI KETUT TARI TASTRAWATI I PUTU EKA NILA KENCANA APPLICATION OF MAMDANI FUZZY METHOD TO DETERMINE ROUND BREAD PRODUCTION AT PT VANESSA BAKERY E-Jurnal Matematika |
| title | APPLICATION OF MAMDANI FUZZY METHOD TO DETERMINE ROUND BREAD PRODUCTION AT PT VANESSA BAKERY |
| title_full | APPLICATION OF MAMDANI FUZZY METHOD TO DETERMINE ROUND BREAD PRODUCTION AT PT VANESSA BAKERY |
| title_fullStr | APPLICATION OF MAMDANI FUZZY METHOD TO DETERMINE ROUND BREAD PRODUCTION AT PT VANESSA BAKERY |
| title_full_unstemmed | APPLICATION OF MAMDANI FUZZY METHOD TO DETERMINE ROUND BREAD PRODUCTION AT PT VANESSA BAKERY |
| title_short | APPLICATION OF MAMDANI FUZZY METHOD TO DETERMINE ROUND BREAD PRODUCTION AT PT VANESSA BAKERY |
| title_sort | application of mamdani fuzzy method to determine round bread production at pt vanessa bakery |
| url | https://ojs.unud.ac.id/index.php/mtk/article/view/52585 |
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