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UEU » Journal » Teknik Informatika Posted by [email protected] at 21/12/2020 23:10:38 • 591 Views
LOGIKA FUZZY METODE MAMDANI DALAM SISTEM KEPUTUSAN FUZZY PRODUKSI MENGGUNAKAN MATLABCreated by :
Mia Kastina ( none ) Marzuki Silalahi
Subject: | LOGIKA FUZZY | Alt. Subject : | MATLAB INFERENCE SYSTEM | Keyword: | ALGORITMA PRODUKSI |
Description:
Permasalahan yang sering timbul di sistem perdagangan adalah ketidakpastian persediaan
yang berakibat pada ketidakpastian sistem produksi. Logika fuzzy merupakan logika
pemecahan ketidakpastian sistem melalui sistem keputusan fuzzy. Sistem keputusan fuzzy
yang digunakan adalah mengikuti algortima metode Mamdani. Adapun algoritma yang
dilakukan adalah pembentukan sistem fuzzy yaitu analisa input maupun output, penentuan
variabel input dan output, penentuan fungsi keanggotaan masing-masing himpunan fuzzynya, penetapan aturan-aturan berdasarkan pengalaman atau pengetahuan seorang pakar di
bidangnya dan implementasi sistem fuzzy. Untuk menentukan jumlah produksi pada setiap
harinya, dilakukan pengolahan data dengan menggunakan bantuan software Matlab 7.0
toolbox fuzzy, dimana pada penegasan (defuzzyfikasi) dengan menggunakan metode
centroid. Dengan memasukkan variabel permintaan sebesar 4.000 kemasan dan jumlah
persediaan sebesar 300 kemasan, maka hasil yang didapatkan untuk jumlah produksi pada
rabu sebesar 4.200 kemasan. Dengan logika fuzzy metode Mamdani diperoleh bahwa
ketidakpastian jumlah permintaan dan jumlah persediaan bisa diperoleh produksi yang pasti.
Alt. Description
The uncertainty of production system can be caused by stock uncertainty. The uncertainty
problems can be solved by fuzzy logic using fuzzy inference system Mamdani method. The
algorithm of fuzzy inference system is as follows: analysis of input-output, determining the
variables of input-output, fuzzyfication for determining of the fuzzy sets, determining of rules,
and defuzzyfication. The algorithm is implemented in Matlab7. The amount of daily
production is determined by centroid method. For Wendnesday, by entering the variable
demand of 4,000 packaging and packaging inventory number is 300, then resulted the
amount of production of 4,200 packaging. The certainty of production system can be
obtained from uncertainty amounts of demand and stock by using Fuzzy Logic Mamdani
Method.
Date Create | : | 21/12/2020 | Type | : | Text | Format | : | pdf | Language | : | Indonesian | Identifier | : | UEU-Journal-11_0374 | Collection ID | : | 11_0374 |
Source : Jurnal Ilmu Komputer, Volume 1 Nomor 2, Desember 2016
Relation Collection: Civitas Akademika Universitas Esa Unggul
Coverage : Fakultas Ilmu Komputer
Rights : @2020 Perpustakaan Universitas Esa Unggul
Publication URL : https://digilib.esaunggul.ac.id/logika-fuzzy-metode-mamdani-dalam-sistem-keputusan-fuzzy-produksi-menggunakan-matlab-17708.html
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