Abstract
This research aims at knowing the comparison among Tsukamoto method, Mamdani method, and Sugeno method in deciding the production of incense at CV. Dewi Bulan. The research discussed about Tsukamoto method, Mamdani method and Sugeno method which consisted of four step, they are: fuzzyfication, forming a fuzzy rules, fuzzy logic analysis, and defuzzyfication. In conclusion, Sugeno method was found to be the best to be used in deciding the number of incense sticks production, comparing with the others. Sugeno method has probability of error value about 1,314%.
Highlights
This research aims at knowing the comparison among Tsukamoto method, Mamdani method, and Sugeno method in deciding the production of incense at CV
The research discussed about Tsukamoto method, Mamdani method and Sugeno method which consisted of four step, they are: fuzzyfication, forming a fuzzy rules, fuzzy logic analysis, and defuzzyfication
Sugeno method was found to be the best to be used in deciding the number of incense sticks production, comparing with the others
Summary
Telah berkembang berbagai macam cara untuk memproduksi suatu produk. Untuk menentukan jumlah produksi suatu produk terdapat berbagai macam cara yang dapat digunakan, salah satunya adalah dengan menggunakan metode pada logika fuzzy (Susilo, 2006). Metode inferensi logika fuzzy secara umum dapat digunakan untuk menentukan jumlah produksi suatu produk, terdapat tiga metode yang dapat digunakan yaitu; metode Tsukamoto, metode Mamdani dan metode Sugeno (Setiadji, 2009: 195). Pada prosesnya metode Tsukamoto dibagi menjadi empat tahap yaitu fuzzifikasi, pembentukan aturan, analisis aturan yang hanya terdapat proses fungsi implikasi, dan defuzzifikasi menggunakan metode rata – rata terpusat (weight average). Semesta pembicaraan adalah keseluruhan nilai yang diperbolehkan untuk dioperasikan dalam suatu variabel fuzzy. Metode Sugeno, penalarannya hampir sama dengan penalaran Mamdani, hanya saja output sistem tidak berupa himpunan fuzzy, melainkan berupa konstanta atau persamaan linear. Metode ini diperkenalkan oleh Takagi-Sugeno Kang pada tahun 1985 (Kusumadewi dan Purnomo, 2010). Perhitungan ini dilakukan pada setiap amatannya kemudian dirata-ratakan (Harun, 1999)
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