Hamim Fajar, Muh (2021) Rekomendasi Kelayakan Peminjam Menggunakan Metode Fuzzy Tsukamoto di KUD”SRI LESTARI”. Sarjana thesis, Universitas Brawijaya.
Abstract
Koperasi merupakan salah satu bidang usaha yang menawarkan simpan pinjam. Untuk menjadi anggota koperasi atau untuk melakukan simpan pinjam seseorang harus memenuhi persyaratan yang sudah ditentukan oleh koperasi. karena keterbatasan dana yang dimiliki koperasi,maka pemilihan seseorang agar mendapat bantuan dilakukan untuk mengurangi masalah pembayaran. Pada penelitian ini dilakukan perhitungan agar dapat merekomendasikan kelayakan peminjam menggunakan pendekatan metode Fuzzy Tsukamoto. Terdapat beberapa proses dalam perhitungan menggunakan metode Fuzzy Tsukamoto untuk menyelesaikan permasalahan tersebut, ialah Fuzzyfikasi, sistem Inferensi Fuzzy Tsukamoto dan defuzzyfikasi. Pada proses fuzzyfikasi ialah merubah variabel nyata menjadi variabel fuzzy. Selanjutnya, proses sistem inferensi fuzzy tsukamoto ialah mencari nilai α-predikat dan z, dan terakhir defuzzyfikasi ialah merubah variabel fuzzy menjadi variabel nyata. Berdasarkan dari hasil pengujian yang dilakukan menggunakan metode fuzzy tsukamoto dari data koperasi KUD”SRI LESTARI” diperoleh hasil performansi yang sangat baik dengan nilai akurasi sebesar 87,88 % dan nilai F – 1 Score sebesar 92,96 %.
English Abstract
Cooperatives is one of the business fields that offer savings and loans. To become a member of the cooperative or to make savings and loans a person must meet the requirements that have been determined by the cooperative. Due to the limited funds owned by the cooperative, the selection of someone to get help is done to reduce payment problems. In this study, calculations were carried out in order to recommend the feasibility of the borrower using the Fuzzy Tsukamoto method approach. There are several processes in the calculation using the Fuzzy Tsukamoto method to solve these problems is Fuzzyfication, Tsukamoto's Fuzzy Inference system and defuzzification. In the process of fuzzyfication is to change the real variables into fuzzy variables. Then, the process of the tsukamoto fuzzy inference system is to find the value of -predicate and z, and finally defuzzification is to change the fuzzy variable into a real variable. Based on the results of tests carried out using the Tsukamoto fuzzy method of cooperative data KUD "SRI LESTARI" obtained very good performance results with an accuracy value of 87.88% and an F-1 score of 92.96%.
Other obstract
-
| Item Type: | Thesis (Sarjana) |
|---|---|
| Identification Number: | 004 |
| Uncontrolled Keywords: | Koperasi, Fuzzy Tsukamoto, Fuzzyfikasi, Sistem Inferensi Fuzzy Tsukamoto, Defuzzyfikasi, Akurasi, Cooperative, Fuzzy Tsukamoto, Fuzzyfication, Tsukamoto Fuzzy Inference System, Defuzzyfication, Accuracy, F-1 Score. |
| Subjects: | 000 Computer science, information and general works > 004 Computer science |
| Divisions: | Fakultas Ilmu Komputer > Teknik Informatika |
| Depositing User: | Unnamed user with email gaby |
| Date Deposited: | 25 Oct 2021 09:32 |
| Last Modified: | 24 Feb 2022 03:20 |
| URI: | http://repository.ub.ac.id/id/eprint/185998 |
![[thumbnail of DALAM MASA EMBARGO]](http://repository.ub.ac.id/style/images/fileicons/text.png) |
Text (DALAM MASA EMBARGO)
MUH HAMIM FAJAR.pdf Restricted to Registered users only until 31 December 2023. Download (2MB) |
Actions (login required)
 |
View Item |