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Artigos de revistas sobre o tema "Mamdani fuzzy"

Autor: Grafiati

Publicado: 3 de junho de 2025

Última modificação: 31 de julho de 2025

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1

Elfaladonna, Febie, and Indra Griha Tofik Isa. "UJI EFEKTIFITAS METODE FUZZY LOGIC MAMDANI PADA PENERIMAAN BEASISWA BANTUAN MENGGUNAKAN MATLAB." SINTECH (Science and Information Technology) Journal 5, no. 1 (2022): 75–86. http://dx.doi.org/10.31598/sintechjournal.v5i1.1043.

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One of the supporters in creating an even educational climate is the existence of scholarships. In general, scholarships in the form of financial assistance intended for the community of higher education, both lecturers, teachers, students and students. In the awarding of scholarships, some findings were obtained, including not being on target which caused the scholarship assistance to be ineffective. One solution in determining the acceptance of scholarships is the existence of a system that is integrated with decision-making methods. Fuzzy logic mamdani becomes one of the recommendation meth

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Surorejo, Sarif, Ahadan Fauzan Mutaqin, Rifki Dwi Kurniawan, and Gunawan Gunawan. "Implementation of fuzzy mamdani method in predicting cayenne chili prices in Tegal Regency." Journal of Intelligent Decision Support System (IDSS) 7, no. 2 (2024): 137–45. http://dx.doi.org/10.35335/idss.v7i2.231.

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This study investigates the application of Fuzzy Mamdani's method in predicting the price of cayenne pepper in Tegal Regency, one of the important agricultural commodities that has significant economic implications. This study aims to develop an accurate and reliable cayenne pepper price prediction model in Tegal Regency using the fuzzy Mamdani method. Research methods include collecting historical data on cayenne pepper prices, cayenne pepper production, and rainfall, as well as the implementation of the Mamdani fuzzy method consisting of fuzzification, inference, and defuzzification using Py

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Anisah, Siti, Tony Yulianto, and Faisol Faisol. "Perbandingan Fuzzy Sugeno dan Fuzzy Mamdani Pada Analisis Minat Masyarakat Terhadap Produk Air Minum Dalam Kemasan Lokal dan Nasional di Madura." Zeta - Math Journal 6, no. 1 (2021): 29–37. http://dx.doi.org/10.31102/zeta.2021.6.1.29-37.

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Air Minum Dalam Kemasan (AMDK) adalah air yang telah diproses, tanpa bahan pangan lainnya dan bahan tambahan pangan, dikemas serta aman untuk diminum. Sistem inferensi Fuzzy yang digunakan pada penelitian ini adalah menggunakan Fuzzy Sugeno orde nol, Fuzzy Mamdani metode Centroid dan Fuzzy Mamdani metode Bisektor. Hasil perbandingan metode yang digunakan pada penelitian ini berdasarkan pada air minum dalam kemasan (AMDK) lokal dan nasional. Pada AMDK lokal, Fuzzy Sugeno mempunyai nilai MSE 978,4227 dan nilai MAPE 0,4227, Fuzzy Mamdani metode Centroid mempunyai nilai MSE 853,7536 dan nilai MAPE

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Roki Syah Al Zarkasi, Dhebys Suryani Hormansyah, and Dimas Wahyu Wibowo. "IMPLEMENTASI METODE FUZZY MAMDANI DAN LINEAR CONGRUENTIAL GENERATOR (LCG) PADA GAME HIDDEN OBJECT." Jurnal Informatika Polinema 6, no. 4 (2020): 23–30. http://dx.doi.org/10.33795/jip.v6i4.317.

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Game dewasa ini telah menjadi populer di kalangan masyarakat, sebagai suatu bentuk hiburan, mendukung interaksi sosial antara mereka. Game atau permainan sejatinya dibuat untuk digunakan sebagai sarana menghibur. Game hidden object merupakan salah satu konsep game yang ada pada genre game puzzle. Game puzzle merupakan salah satu permainan yang dapat mengasah otak dan sangat menantang. Metode Linear Congruential Genetator (LCG) digunakan untuk membangkitkan bilangan acak dengan distribusi uniform. Random number atau bilangan acak adalah sebuah bilangan yang dihasilkan dari sebuah proses, yang k

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Muflihunna, Khaerunissa, and Mashuri Mashuri. "Penerapan Metode Fuzzy Mamdani dan Metode Fuzzy Sugeno dalam Penentuan Jumlah Produksi." Unnes Journal of Mathematics 11, no. 1 (2022): 27–37. http://dx.doi.org/10.15294/ujm.v11i1.50060.

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This study examines the application of the Mamdani fuzzy method and Sugeno fuzzy method in determining the amount of jenang production, based on the variables of demand, supply, raw materials and production. The purpose of this study was to apply the Mamdani fuzzy and Sugeno fuzzy methods, and to find out which method is more accurate between the two methods in determining the amount of jenang production based on the MAPE value. Data collection was obtained at PJ Menara Kudus with Jenang Kombinasi and Jenang Wijen products in January 2020 to March 2021. The results of data processing obtained

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Arai, Yoshinori, and Toshihiko Watanabe. "Professor Ebrahim Mamdani Memorial Issue." Journal of Advanced Computational Intelligence and Intelligent Informatics 16, no. 5 (2012): 591. http://dx.doi.org/10.20965/jaciii.2012.p0591.

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On February 22, 2010, Prof. Ebrahim H. Mamdani who devised Mamdani fuzzy inference has passed away. His work in fuzzy inference, which rapidly paved the way to its practical use, helped disseminate Prof. Lotfi Zadehfs fuzzy logic and the development of fuzzy research. Prof. Mamdanifs two papers on fuzzy inference ? gApplication of fuzzy algorithms for control of simple dynamic planth (Proc. IEE, Vol.121, No. 12, pp. 1585-1588, 1974) and gAn experiment in linguistic synthesis with a fuzzy logic controllerh (Int. J. of Man-Machine Studies, Vol.7, No.1, pp. 1-13, 1975) with S. Assilian ? en

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Rizal Chaidir, Ali. "Pengendalian Kualitas Air Minum Menggunakan Fuzzy Mamdani Berbasis Internet of Things." Electrician : Jurnal Rekayasa dan Teknologi Elektro 19, no. 1 (2025): 39–45. https://doi.org/10.23960/elc.v19n1.2648.

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Penelitian ini bertujuan untuk merancang dan membangun sistem pemantauan dan kontrol kualitas air minum menggunakan Internet of Things (IoT) dan metode fuzzy Mamdani. Pengukuran akurasi sistem fuzzy Mamdani sebagai sistem pendukung keputusan dalam menentukan kualitas air minum. Metode yang digunakan adalah fuzzy Mamdani. Variabel penelitian ini menggunakan 4 input (suhu, TDS, pH, kekeruhan) dan 1 output (kualitas air). Aturan fuzzy akan disusun berdasarkan variabel input dan output. Sebanyak 36 aturan fuzzy akan terbentuk yang mempertimbangkan semua kemungkinan. Pengujian dilakukan menggunakan

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Istiadi, Istiadi, Emma Budi Sulistiarini, Rudy Joegijantoro, Anik Vega Vitianingsih, and Affi Nizar Suksmawati. "Mamdani Fuzzy Expert System for Online Learning to Diagnose Infectious Diseases." Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) 6, no. 6 (2022): 1047–56. http://dx.doi.org/10.29207/resti.v6i6.4656.

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E-learning and expert systems can be implemented for learning in the health sector. Through the e-learning system, prospective health workers can analyze problems by exploring the material in the system. However, material learning alone is less effective, so case study-based learning using an expert system is needed to strengthen understanding. The research applies an expert system to online learning to diagnose several infectious diseases. The disease diagnosis process uses the backward chaining method and the Mamdani fuzzy inference system. The fuzzy Mamdani inference system determines the i

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Borroek, Maria Rosario, Errissya Rasywir, and Yovi Pratama. "Pengukuran Perangkat Lunak Untuk Effort Estimation Dengan Teknik Pembelajaran Mesin." JURNAL MEDIA INFORMATIKA BUDIDARMA 4, no. 2 (2020): 445. http://dx.doi.org/10.30865/mib.v4i2.2083.

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Software effort estimation is to estimate the amount of resources needed in developing the software. For that software effort estimation is important so need to see the effect of software measurement to software effort estimation which is done by machine learning technique. Based on this the researcher tries to build a system capable of measuring software. In this study experiments on software measurement techniques (FPA, FPA with Sugeno fuzzy and FPA with mamdani fuzzy). The three types of techniques are compared with the three project data for further software effort estimation. For evaluati

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Wibowo, Agus Hindarto, Joko Susetyo, Titin Isna Oesman, and Muhammad Yuda Aliffian. "Proposed Control of Raw Material Inventory in Condition of Not Required With Fuzzy Mamdani Method in Cv. Pinus Bag's Specialist." Logic : Jurnal Rancang Bangun dan Teknologi 20, no. 3 (2020): 167–75. http://dx.doi.org/10.31940/logic.v20i3.1835.

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CV. Pine Bag’s Specialist is a business engaged in the manufacturing of various types of bags. One of the bags made in the form of a backpack. Parachute fabric is the main raw material for making backpacks. Uncertain demand causes a lot of accumulation (over stock) of raw materials in the storage area, so we need a method of supporting raw material inventory control to determine the optimal order. The research objective determines the optimal ordering of raw materials using variable raw material demand, raw material inventory variables and ordering variables in January the first week to March

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FIBRIAYORA, A. A. I. DWI, G. K. GANDHIADI, NI KETUT TARI TASTRAWATI, and I. PUTU EKA NILA KENCANA. "APPLICATION OF MAMDANI FUZZY METHOD TO DETERMINE ROUND BREAD PRODUCTION AT PT VANESSA BAKERY." E-Jurnal Matematika 8, no. 3 (2019): 204. http://dx.doi.org/10.24843/mtk.2019.v08.i03.p254.

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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 th

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Wardani, Akbar Rizky, Yuki Novia Nasution, and Fidia Deny Tisna Amijaya. "Aplikasi Logika Fuzzy Dalam Mengoptimalkan Produksi Minyak Kelapa Sawit Di PT. Waru Kaltim Plantation Menggunakan Metode Mamdani." Informatika Mulawarman : Jurnal Ilmiah Ilmu Komputer 12, no. 2 (2017): 94. http://dx.doi.org/10.30872/jim.v12i2.651.

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Produksi minyak kelapa sawit penting untuk diperhatikan di PT. Waru Kaltim Plantation (WKP) untuk mendapatkan hasil produksi yang optimal. Oleh karena itu perlu dikembangkan sistem yang dapat untuk memprediksi jumlah minyak kelapa sawit yang harus diproduksi. Dalam penelitian ini, logika fuzzy yang mengimplementasikan fuzzy Mamdani digunakan untuk memprediksi jumlah produksi minyak kelapa sawit berdasarkan data persediaan dan data permintaan. Berdasarkan hasil perhitungan yang telah dilakukan, dengan variabel input permintaan 2.799,918 ton dan persediaan 1.593,21 ton pada bulan Januari 2016, m

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Meng, Lei, Shoulin Yin, and Xinyuan Hu. "An improved Mamdani Fuzzy Neural Networks Based on PSO Algorithm and New Parameter Optimization." Indonesian Journal of Electrical Engineering and Computer Science 1, no. 1 (2016): 201. http://dx.doi.org/10.11591/ijeecs.v1.i1.pp201-206.

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As we all know, the parameter optimization of Mamdani model has a defect of easily falling into local optimum. To solve this problem, we propose a new algorithm by constructing Mamdani Fuzzy neural networks. This new scheme uses fuzzy clustering based on particle swarm optimization(PSO) algorithm to determine initial parameter of Mamdani Fuzzy neural networks. Then it adopts PSO algorithm to optimize model's parameters. At the end, we use gradient descent method to make a further optimization for parameters. Therefore, we can realize the automatic adjustment, modification and perfection under

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Hermansyah, Dino. "Penentuan Status Mutu Air Sungai Kapuas Menggunakan Metode Storet dan Logika Fuzzy Mamdani." PRISMA FISIKA 10, no. 2 (2022): 128. http://dx.doi.org/10.26418/pf.v10i2.55246.

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Telah dilakukan penelitian tentang penentuan status mutu air sungai kapuas menggunakan metode storage and retrieval (STORET) dan logika fuzzy mamdani. Penelitian ini menggunakan data parameter fisika yang meliputi suhu, total suspended solids (TSS), dan kekeruhan serta parameter kimia yang meliputi derajat keasaman (pH), chemical oxygen demand (COD), nitrit, dan biochemical oxygen demand (BOD) dari tahun 2010 sampai dengan tahun 2018. Pada penelitian ini dilakukan perbandingan kualitas air sungai kapuas antara metode STORET dan logika fuzzy mamdani. Metode fuzzy mamdani digunakan untuk mengkla

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Agus, Nursikuwagus, and Baswara Agis. "A Mamdani Fuzzy Model to Choose Eligible Student Entry." TELKOMNIKA Telecommunication, Computing, Electronics and Control 15, no. 1 (2017): 365–72. https://doi.org/10.12928/TELKOMNIKA.v15i1.4893.

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This paper presented about study that have been created a new student choosing system by using fuzzy mamdani inference systems method. Fuzzy mamdani is used because it has characteristics such as human perceptions on choosing of students with some specified criteria. The choosing students who want entry to the school have been difficult if it is manually process. With the fuzzy mamdani, the process can be possible completed execute and can be reduced the time of choose. To accomplish the process, the fuzzy variable is created by the national final exam scores, report grade, general competency

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Agus, Nursikuwagus, and Baswara Agis. "A Mamdani Fuzzy Model to Choose Eligible Student Entry." TELKOMNIKA Telecommunication, Computing, Electronics and Control 15, no. 1 (2017): 365–72. https://doi.org/10.12928/TELKOMNIKA.v15i1.5099.

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This paper presented about study that have been created a new student choosing system by using fuzzy mamdani inference systems method. Fuzzy mamdani is used because it has characteristics such as human perceptions on choosing of students with some specified criteria. The choosing students who want entry to the school have been difficult if it is manually process. With the fuzzy mamdani, the process can be possible completed execute and can be reduced the time of choose. To accomplish the process, the fuzzy variable is created by the national final exam scores, report grade, general competency

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Prasetya, Budi, Aries Boedi Setiawan, and Basitha Febrinda Hidayatulail. "Fuzzy Mamdani Pada Tanaman Tomat Hidroponik (Mamdani Fuzzy on Hydroponics Tomato Plants)." JEEE-U (Journal of Electrical and Electronic Engineering-UMSIDA) 3, no. 2 (2019): 228. http://dx.doi.org/10.21070/jeee-u.v3i2.2471.

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Abstract — Tomato plants are one of the many agricultural commodities needed by the community. Most farmers grow tomatoes in conventional ways in the fields, fields or plantations without the control and measurement relying on experience and habitual factors, so the need for pH and temperature of the planting space of tomato plants cannot be given according to their needs, while the pH requirements of tomato plants range 6.5 and the planting room temperature is 28 °C, and soil moisture is 70%, using the hydroponic planting method which is automatically controlled by the Arduino-based microcont

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Darmawati, Darmawati. "Proses Pendiagnosaan Penyakit Menggunakan Logika Fuzzy Dengan Metode Mamdani." SAINTIFIK 3, no. 2 (2017): 161–70. http://dx.doi.org/10.31605/saintifik.v3i2.156.

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Logika fuzzy merupakan cabang dari logika klasik. Logika fuzzy lahir setelah logika klasik dianggap terlalu eksak untuk masalah nyata yang terkadang begitu kompleks. Salah satunya adalah proses pendiagnosaan penyakit, yang menjadi hal penting dan mendasar dalam kedokteran. Hal ini disebabkan pengambilan tindakan terapi dan pengobatannya berdasarkan pada hasil diagnosa itu. Dengan bantuan Fuzzy Expert System (FES) pada metode Mamdani, dapat diperoleh hasil perkiraan diagnosa untuk seorang pasien terhadap suatu penyakit dengan memperhatikan gejala penyakit tersebut. Metode Mamdani mempunyai empa

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Yulianto, Tony, Ilmiyatus Solehah, Faisol Faisol, Rica Amalia, and Mohamad Tafrikan. "Perbandingan Fuzzy Tsukamoto Dan Fuzzy Mamdani Dalam Memprediksi Intensitas Curah Hujan Di Kabupaten Sumenep." Jurnal Aplikasi Teknologi Informasi dan Manajemen (JATIM) 4, no. 1 (2023): 69–83. http://dx.doi.org/10.31102/jatim.v4i1.2186.

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Intensitas curah hujan merupakan hal yang cukup sulit untuk diprediksi. Banyak hal yang dapat menjadi faktor penentu curah hujan, diantaranya adalah suhu, kecepatan angin, kelembapan udara, tekanan udara, dan lain-lain. Faktor cuaca ini tentu menjadi komponen utama yang sulit untuk diprediksi dan diperhitungkan, karena akan sangat berguna dalam kegiatan sehari-hari. Kegiatan tersebut meliputi produksi pertanian, perkebunan, perikanan, dan transportasi. Dalam bidang pertanian, curah hujan dapat mempengaruhi masa tanam setiap tahun dan jenis tanaman apa yang cocok untuk ditanam. Selain itu, info

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Harliana, Putri, Mardiana Mardiana, and Yuris Agustira Nainggolan. "Analisa Perbandingan Tingkat Akurasi dalam Memprediksi Laju Inflasi Kota Medan Menggunakan Model Fuzzy Inference System Sugeno dan Mamdani." Hello World Jurnal Ilmu Komputer 1, no. 3 (2022): 145–52. http://dx.doi.org/10.56211/helloworld.v1i3.130.

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Logika fuzzy merupakan perluasan dari penalaran tradisional, di mana x adalah salah satu anggota dari himpunan A atau tidak, atau sebuah x dapat menjadi anggota himpunan A dengan derajat keanggotaan (μ) tertentu. Kemampuan model fuzzy dalam memetakan nilai kabur menjadi alasan penggunaan model inferensi fuzzy dalam berbagai kasus yang menggunakan nilai kabur untuk menghasilkan suatu output yang jelas atau pasti. Dalam penelitian ini akan dilakukan analis tingkat akurasi yang dihasilkan model inferensi fuzzy Sugeno dan Mamdani dalam memprediksi laju inflasi di Kota Medan, hasil prediksi akan di

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Putri, Anggia Dasa, and Algifanri Maulana. "Penerapan Metode Mamdani Fuzzy Logic untuk Menentukan Pembelian Alat Berat dalam Proyek Migas di PT SMOE Indonesia." Jurnal Desain Dan Analisis Teknologi 2, no. 2 (2023): 138–49. http://dx.doi.org/10.58520/jddat.v2i2.32.

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Fuzzy logic adalah salah satu metode untuk menganalisis sistem yang mengandung ketidakpastian. Pada penelitian ini, digunakan metode Mamdani. Desain sistem untuk mendapatkan keluaran dilakukan melalui tahapan-tahapan berikut: (a) Pembentukan himpunan fuzzy, (b) Penerapan fungsi implikasi, (c) Komposisi aturan, dan (d) Konfirmasi (defuzzyfikasi). Pada penelitian ini, defuzzyfikasi dilakukan menggunakan metode centroid dengan bantuan perangkat lunak MATLAB fuzzy toolbox 6.1. Tujuan dari penelitian ini adalah untuk menentukan Pembelian Alat Berat (Proyek Migas) di PT SMOE Indonesia. Dari hasil pe

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Wanti, Linda Perdana, and Oman Somantri. "Comparing Fuzzy Logic Mamdani and Naïve Bayes for Dental Disease Detection." Journal of Information Systems Engineering and Business Intelligence 8, no. 2 (2022): 182–95. http://dx.doi.org/10.20473/jisebi.8.2.182-195.

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Background: Dental disease detection is essential for the diagnosis of dental diseases. Objective: This research compares the Mamdani fuzzy logic and Naïve Bayes in detecting dental diseases. Methods: The first is to process data on dental disease symptoms and dental support tissues based on complaints of toothache consulted with experts at a community health centre (puskesmas). The second is to apply the Mamdani fuzzy logic and the Naïve Bayes to the proposed expert system. The third is to provide recommended decisions about dental diseases based on the symptom data inputted into the expert s

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Yuliantika, Suci, and Dwiani Listya Kartika. "Implementasi Metode Fuzzy Mamdani sebagai Deteksi Awal Banjir Lokal di Bendung Gerak Serayu." Square : Journal of Mathematics and Mathematics Education 4, no. 1 (2022): 17–25. http://dx.doi.org/10.21580/square.2022.4.1.11177.

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Tujuan dari penelitian ini adalah untuk mengetahui cara memprediksi deteksi awal banjir di Bendung Gerak Serayu dengan Fuzzy Mamdani dan pengambilan keputusan terbaik dalam deteksi awal banjir di Bendung Gerak Serayu. Metode Fuzzy Mamdani adalah salah satu metode dalam Fuzzy Logic yang dapat digunakan dalam sistem prediksi banjir dan paling sering dimanfaatkan peranannya karena dalam pengaplikasiannya memiliki struktur yang paling sederhana. Penelitian ini merupakan penelitian kuantitatif. Tahap-tahap yang dilakukan dalam penelitian yaitu identifikasi masalah, studi literatur, pengumpulan data

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Patmawati, Tini, and Slamet Risnanto. "SISTEM PENDUKUNG KEPUTUSAN UNTUK MENENTUKAN CALON PENERIMA PROGRAM KELUARGA HARAPAN (PKH) MENGGUNAKAN METODE FUZZY MAMDANI." Prosiding Seminar Sosial Politik, Bisnis, Akuntansi dan Teknik 5 (December 9, 2023): 304. http://dx.doi.org/10.32897/sobat.2023.5.0.3109.

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Decision Support Systems (DSS) have become essential tools in complex and data-driven decision-making processes. In the context of identifying beneficiaries for the Program Keluarga Harapan (PKH), the fuzzy Mamdani method has proven effective in addressing uncertainty and complexity by evaluating the eligibility of recipients. The fuzzy Mamdani method employs fuzzy logic principles to handle uncertainty by establishing connections between input variables (e.g., household income, number of dependents, education level) and output variables (PKH recipient status). Fuzzification and defuzzificatio

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Putra, Dwipa Junika, Nofriadi Nofriadi, and Erlinda Erlinda. "Implementation of Fuzzy Logic Using Mamdani Method to Determine The Quantity of Bag Production (Case Study In Roman Indah Padang Bag Factory)." JURNAL TEKNOLOGI DAN OPEN SOURCE 5, no. 1 (2022): 1–7. http://dx.doi.org/10.36378/jtos.v5i1.2220.

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Roman Indah bag Factory is a bag manufacturing company that receives orders from customers every month. Fuzzy Logic is used to define the production known so far, so that the preferred result can be used as a basis for manager's decision. In the calculation process, Fuzzy Logic Mamdani requires maximum and minimum production data, maximum and minimum demand data, and maximum and minimum inventory data. Fuzzy logic is able to map an input into an output without factor factors. Fuzzy logic is used to create a model of a system that is able to determine the quantity of production. the factors tha

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Dian Eko Hari Purnomo. "PERANCANGAN MODEL ARTIFICIAL INTELLIGENCE (AI) UNTUK MEMBANTU MENENTUKAN PERSEDIAAN BAHAN BAKU KAYU PADA INDUSTRI FURNITUR DENGAN PENDEKATAN METODE FUZZY MAMDANI." Industry Xplore 9, no. 1 (2024): 323–30. https://doi.org/10.36805/teknikindustri.v9i1.6054.

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Perencanaan persedian dalam suatu industri manufaktur tentunya menjadi bagian yang cukup penting. Hal ini dikarenakan jika bahan baku tidak ada maka artinya proses produksi pada industri manufaktur akan terhambat atau mengalami kendala. Sedangkan jika jumlah ketersediaan bahan baku terlalu berlebihan maka akan menimbulkan biaya tambahan. Sehingga untuk dapat melakukan perencanaan persediaan yang sesuai kebutuhan khususnya pada industri manufaktur yang berupa industri furnitur yang bahan baku utamanya berupa kayu. Penelitian ini berusahan melakukan perencanaan persediaan yang optimal dengan men

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E. Kizito, Anazia, Emmanuel Ojei, and M. D. Okpor. "A Fuzzy Logic-Based Automobile Fault Detection System Using Mamdani Algorithm." International Journal of Scientific Research and Management (IJSRM) 12, no. 03 (2024): 1081–93. http://dx.doi.org/10.18535/ijsrm/v12i03.ec06.

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Due to advancement and complexity of modern automobiles, fault detection has gone beyond manual or trial by error methods. The fault detection technologies in automotive industry is used to identify any potential or already existing fault in automobiles. Faults in automobiles are usually mechanical or electrical faults that may include airbag control unit, radiator, gearbox, transmission control unit, tyre pressure, brakes, air conditioner, cylinder casket, alternator, hubs malfunctions etc. Each fault has a specific or related sign and symptoms. There are several methods of fault detections i

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Amrul Hinung Prihamayu. "Prediction Of Closing Price Combined Stock Index (Ihsg) Using The Fuzzy Mamdani Method." SOUTHEAST ASIA JOURNAL oF GRADUATE OF ISLAMIC BUSINESS AND ECONOMICS 1, no. 2 (2022): 74–79. http://dx.doi.org/10.37567/sajgibe.v1i2.1862.

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This study proposes a method for predicting the closing IHSG stock price using the Mamdani fuzzy approach. This model uses historical closing stock price data as input, and generates closing stock price predictions using the Mamdani fuzzy rule. However, experimental results show that this model may not be suitable for predicting stock prices accurately and reliably. Therefore, this study does not recommend the use of the Mamdani fuzzy method for the purpose of predicting closing stock prices.

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Ardi, Yuan, Syahril Effendi, and Erna Budhiarti Nababan. "Mamdani and Sugeno Fuzzy Performance Analysis on Rainfall Prediction." Randwick International of Social Science Journal 2, no. 2 (2021): 176–92. http://dx.doi.org/10.47175/rissj.v2i2.240.

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Fuzzy logic is an extension of traditional reasoning, where x is a member of set A or not, or an x can be a member of set A with a certain degree of membership . The ability of fuzzy models to map fuzzy values is the reason for using fuzzy inference models in various cases that use fuzzy values to produce a clear or definite output. In this research, an analysis of the level of accuracy generated by the Sugeno and Mamdani inference model will be carried out in predicting rainfall at Polonia Station, Medan, North Sumatra. Prediction results will be analyzed for accuracy by comparing the results

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Alwendi and Andi Saputa Mandopa. "Application Fuzzy For Measuring Lecturer Performance Using Matlab Software." Journal of Engineering Education and Pedagogy 1, no. 1 (2023): 30–36. http://dx.doi.org/10.56855/jeep.v1i1.332.

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Research by Lecturer, Graha University Nusantara Padangsidimpuan, Simrittabumas Data still in Guidance Category for Upgrade to Intermediate Category are required to apply. For this, we need an application that can calculate and document the lecturer's performance in the resulting research. The purpose of this study is to apply fuzzy logic with Mamdani method to evaluate the research achievements of lecturers at Graha Nusantara Padangsidimpuan University. This study uses Mamdani fuzzy logic. The fuzzy Mamdani method is a method of mapping the input space to the output space. This method is a ma

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Rezky Aprilianto, Arif, Budi Cahyono, and Mohamad Tafrikan. "Implementation of Mamdani Method Fuzzy System in Determining Final Semester Grades of UIN Walisongo Semarang Students." Contemporary Mathematics and Applications (ConMathA) 7, no. 1 (2025): 46–63. https://doi.org/10.20473/conmatha.v7i1.53479.

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Final semester grades are an important component for students to obtain a pass in completing a course. The program for determining final semester grades using fuzzy Mamdani can be used to facilitate the calculation of final semester grades. This research aims to determine the results of applying the Mamdani fuzzy system method in determining the final semester grades of students at UIN Walisongo Semarang. The Mamdani fuzzy system method was chosen as the method for calculating final semester grades along with MAPE (Mean Absolute Percentage Error) calculations. In accordance with the lecture co

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Marbun, Murni, Sandhuri -, and Aishwarya -. "Analysis of Application of Fuzzy Grid Partition on Mamdani Method Fuzzy Inference System." Jurnal Sistem Informasi dan Ilmu Komputer Prima(JUSIKOM PRIMA) 6, no. 1 (2022): 68–74. http://dx.doi.org/10.34012/jurnalsisteminformasidanilmukomputer.v6i1.2890.

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The Mamdani method has been widely used for various control devices, which is the beginning of fuzzy technology and has the advantage of being able to express concepts that are difficult to formulate and the use of fuzzy membership functions in making objective observations of subjective values, making it easier to make decisions that are full of uncertainty. The Mamdani method has also been widely used for various optimization problems. This study produces new findings on the analysis of the application of fuzzy grid partition on the fuzzy inference system of the Mamdani method for the issue

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Nadia Nur Habibah and Syaiful Rahman Soenaria. "Pengungkapan Kinerja Lingkungan Instansi Pemerintah Daerah Melalui Laporan Keberlanjutan Berbasis Global Reporting Initiative." Inisiatif: Jurnal Ekonomi, Akuntansi dan Manajemen 3, no. 3 (2024): 316–39. http://dx.doi.org/10.30640/inisiatif.v3i3.2774.

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Laundry washing is a crucial process in daily life. Although automatic washing machines have simplified the washing process, utilizing advanced technology like fuzzy logic control can enhance the performance of smart washing machines to achieve optimal washing results. This research aims to implement fuzzy logic control using the Mamdani method on smart washing machines to improve efficiency and washing quality. The research methodology consists of several stages. Firstly, analyzing variables that affect the washing process, such as laundry load, fabric thickness, dirt level, and water tempera

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Suhaemi, Suhaemi, Moedjiono Moedjiono, and Arriyadi Ade Sunarto. "Penentuan Server Kritis Dengan Menggunakan Fuzzy Mamdani Dan Fuzzy Sugeno Pada PT SAMUDERA INDONESIA TBK." bit-Tech 1, no. 3 (2019): 111–23. http://dx.doi.org/10.32877/bt.v1i3.62.

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PT Samudera Indonesia Tbk merupakan perusahaan yang bergerak dalam bidang jasa yang berupa logistik. Sebagai perusahaan jasa, sangat mengutamakan pelayanan terutama dalam memberikan layanan informasi kepada customer atau client. Namun, dalam sering terjadi masalah teknologi sistem informasi yang digunakan khususnya yang terjadi adalah server down. Hal ini disebabkan beberapa faktor tidak bisa diprediksi. Ditambah lagi perusahaan ini masih bergantung kepada peranan personil IT untuk menunggu penanganan kejadian server down. Upaya mengetahui tingkat kritis server adalah salah satu pencegahan ata

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Zain Muzadid Zamzani, M. Ryan Nurdiansyah N.A, and Baktiar Yudha Yana. "DETEKSI STRES MANUSIA MELALUI ANALISIS TIDUR DENGAN METODE FUZZY." TECHNOVATAR Jurnal Teknologi, Industri, dan Informasi 1, no. 1 (2023): 58–71. http://dx.doi.org/10.61434/technovatar.v1i1.60.

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Deteksi dan pengukuran tingkat stres pada individu merupakan aspek penting dalam bidang kesehatan dan psikologi. Salah satu pendekatan yang sedang berkembang adalah melalui analisis tidur, yang dapat memberikan wawasan tentang kondisi stres seseorang. Tujuan dari penelitian ini adalah untuk mengidentifikasi metode fuzzy yang dapat memberikan estimasi tingkat stres yang lebih akurat melalui analisis tidur. Dalam penelitian ini, dua metode fuzzy, yaitu Metode Mamdani dan Metode Tsukamoto, diterapkan untuk menganalisis pola tidur dan memperoleh estimasi tingkat stres. Metode Mamdani dan Metode Ts

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Afi, Mochamad Amirul, Hindarto Hindarto, and Ade Eviyanti. "Optimization of Onion Cracker Production Using Fuzzy Mamdani Logic." JICTE (Journal of Information and Computer Technology Education) 6, no. 2 (2022): 72–78. https://doi.org/10.21070/jicte.v6i2.1642.

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By using minimal cst in the maximum product sales will generate optimal profits. The factor of using cost greatly affects the optimal result. Therefore, it is necessary to plan the number of products in a medium and above business in order to continue to produce products to meet market demand. The demand and inventory of goods are factors that need to be considered. Inventory is very difficult to find out when using manual calculations. Therefore, a method is needed to ensure the availability of production goods. In this study, the method used was Mamdani's fuzzy logic. The results of this stu

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Wulandari, Berlina, Novita Br Ginting, Gibhta Fitri Laxmi, and Yuggo Affrianto. "Pemodelan Fuzzy Mamdani untuk Mengukur Kinerja Dosen Menggunakan Key Performance Indicator." INOVA-TIF 2, no. 1 (2020): 42. http://dx.doi.org/10.32832/inova-tif.v1i2.2755.

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<em>The measurement of lecturer performance is done in terms of objectivity and the absence of measurable variables used, so that the assessment variables used in the measurement process are based on one's perception. Inaccuracy in measuring lecture performance can be applied with the fuzzy mamdani method so that measurements become more precise. Weighting is done for each parameter that refers to the Key Performance Indicator. To support the performance of the lecturer, the data was obtained from lecturer data in the Faculty of Engineering which was processed to get the output. The form

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Fajrina Reski Arini and Muhammad Romi Syahputra. "Implementasi Fuzzy Logic Controller System Metode Mamdani dan Metode Sugeno Dalam Peningkatan Efisiensi Dan Kinerja Pencucian Pada Smart Washing Machine." Konstanta : Jurnal Matematika dan Ilmu Pengetahuan Alam 2, no. 2 (2024): 325–45. https://doi.org/10.59581/konstanta.v2i2.3577.

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Pencucian pakaian merupakan salah satu proses yang penting dalam kehidupan sehari-hari. Meskipun mesin cuci otomatis telah memberikan kemudahan dalam melakukan proses pencucian, penggunaan teknologi terbaru seperti kontrol logika fuzzy dapat meningkatkan kinerja mesin cuci pintar untuk mencapai hasil pencucian yang optimal. Penelitian ini bertujuan untuk mengimplementasikan kontrol logika fuzzy dengan metode Mamdani pada mesin cuci pintar guna meningkatkan efisiensi dan kualitas pencucian. Metode penelitian ini terdiri dari beberapa tahap, pertama, melakukan analisis terhadap variabel-variabel

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Rumalowak, Diana, Yopi Andry Lesnussa, and Francis Yunito Rumlawang. "Penerapan Logika Fuzzy Metode Mamdani Untuk Menentukan Jumlah Produksi Ayudes (Studi Kasus: CV. Abadi Tiga Mandiri Ambon)." Pattimura International Journal of Mathematics (PIJMath) 2, no. 1 (2023): 25–32. http://dx.doi.org/10.30598/pijmathvol2iss1pp25-32.

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A company does not see a problem, namely level competition. This competition is for companies to be able to provide a marketing or productivity strategy in order to survive and even have to increase their production volume. Because the estimated number of products produced is less than the number of requests, the company will lose the opportunity to get maximum and somewhat profit. Therefore, what needs to be considered in deciding the total of production is the total of demand and supply date. Writing and discussion in this study is about the application of the Logic Fuzzy Method Mamdani (Min

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Muzarafah, Muzarafah, and Marlina Marlina. "Penerapan Metode Fuzzy Mamdani Dalam Diagnosa Virus Penyebab Penyakit Pada Kucing." Jurnal Sintaks Logika 2, no. 3 (2022): 23–30. http://dx.doi.org/10.31850/jsilog.v2i3.1848.

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Adapun jenis virus yang terdapat pada kucing diantaranya yaitu Feline Immunodeficiency Virus (FIV), Feline Leukimia Virus (FeLV), Feline Calici Virus (FCV), Feline Rhinotracheitis (FVR), Feline Panleukopenia (FPV). Tujuan dari penelitian ini adalah mempermudah seseorang yang memelihara kucing untuk mendiagnosa virus pada kucing mereka. Pembuatan aplikasi ini menggunakan software Visual Studio Code sebagai editor serta merancang desain aplikasi dengan bahasa pemrograman PHP dan juga XAMPP sebagai databasenya. Menggunakan metode Fuzzy Mamdani untuk mengetahui virus penyebab penyakit pada kucing.

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Imelda Nasrul, Tiara, Amri Amri, and Muhammad Sayuti. "Application of Fuzzy Mamdani Method to Predict the Number of Blood Bags Based on Demand and Supply Data Using Matlab." International Journal of Engineering, Science and Information Technology 4, no. 4 (2024): 29–37. http://dx.doi.org/10.52088/ijesty.v4i4.567.

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Fuzzy logic is a control system technique in solving problems and is applied to systems, from basic systems to difficult or complex systems. Fuzzy logic is the proper method to plan an input space into an output space using MATLAB's mathematical theory of fuzzy sets. The reason for using fuzzy logic is because it is related to uncertainty. The unstable demand for blood bags in hospitals makes the supply of blood bags excessive or lacking from demand. The lack of blood supply results in the unfulfilled demand for blood needed by the hospital, while the excess blood supply worsens the quality of

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Mulyadi, Dedy. "THE IMPLEMENTATION OF LOGIC FUZZY MAMDANI METHOD AS THE DECISION SUPPORT ON THE GRADUAL SELECTION OF NEW STUDENTS." Management Journal of Binaniaga 3, no. 02 (2018): 23. http://dx.doi.org/10.33062/mjb.v3i2.256.

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Gradual selection of new students at the program of Accountancy Diplome III STIE Binaniaga Bogor thru scholarship procedure using the average method. Minimum expectation of STIE Binaniaga is that the higher the gradual selection result, the better academic performance of the students will be. Applying the average method has not indicated yet the minimum expectation required since there is still the fluctuative academic achievement of the students happened. The research aims to implement the method of logic fuzzy Mamdani accordingly in order to deterimine whether this method can be applied for

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Khalifa, Amine B., and Hichem Frigui. "Multiple Instance Mamdani Fuzzy Inference." International Journal of Fuzzy Logic and Intelligent Systems 15, no. 4 (2015): 217–31. http://dx.doi.org/10.5391/ijfis.2015.15.4.217.

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Alwendi, Alwendi, Khairunnisa Samosir, Mingliang Suo, and Yang Fan. "Implementation of the Mamdani Fuzzy Method to Evaluate the Performance of Lecturers in the Research Field." Journal International Inspire Education Technology 1, no. 3 (2023): 1–7. http://dx.doi.org/10.55849/jiiet.v1i3.128.

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Today, information technology, especially soft computing technology, has grown very rapidly. One of the soft computing technologies that has been widely developed is fuzzy logic, because it can be used to measure various phenomena that are ambiguous, disguised or fuzzy. One of the research topics that uses the application of fuzzy logic is the assessment system in the field of research. Research by Lecturers at the University of Graha Nusantara Padangsidimpuan in Simlitabmas Data Still in the Guidance Category to upgrade to the Middle Category UGN Padangsidimpuan lecturers are challenged to be

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Munte, Hamonangan, Apip Pramudyansyah, and Umryah. "Perbandingan Metode Fuzzy Mamdani Dengan Fuzzy Sugeno Untuk Evaluasi Kinerja Karyawan (Studi Kasus: Firma Hukum XYZ)." Computatio : Journal of Computer Science and Information Systems 8, no. 1 (2024): 1–12. http://dx.doi.org/10.24912/computatio.v8i1.11705.

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Dalam sebuah perusahaan, evaluasi atau penilaian kinerja terhadap karyawan sangat penting dilakukan untuk mengidentifikasi dan menilai karyawan dalam melaksanakan pekerjaan dan tanggungjawabnya. Penilaian karyawan menjadi acuan bagi manajemen untuk pengambilan keputusan khususnya untuk penentuan pemberian penghargaan bagi karyawan tersebut. Penilaian ini bisa menjadi dasar manajemen untuk mengetahui kemampuan perusahaan menjalankan bisnisnya. Penilaian ini juga berlaku pada firma hukum XYZ sebagai salah satu firma hukum terbesar di Indonesia yang melakukan evaluasi terhadap karyawannya tiap ta

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Krisnaningsih, Erni, and Saleh Dwiyatno. "Sistem Pendukung Keputusan Penentuan Jumlah Produksi Sepatu Type Boots 350 V2 dengan Menggunakan Metode Fuzzy Mamdani." Jurnal INTECH Teknik Industri Universitas Serang Raya 6, no. 2 (2020): 107–12. http://dx.doi.org/10.30656/intech.v6i2.2315.

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Dalam kondisi ketidakpastian pelaku industri berusaha untuk menggunakan metode yang optimal untuk memperkecil tingkat resiko kerugian, Pada penelitian ini metode Fuzzy Mamdani diterapkan pada penentuan Jumlah produksi dengan mempertimbangkan variabel input berupa tingkat permintaan dengan variabel output persediaan. Metode Fuzzy Mamdani dapat membantu dalam proses pengambilan keputusan sehingga pelaku industri sepatu dapat memprediksi jumlah produksi sepatu Type BOOTS 350 V2, Penerapan dari metode ini melalui beberapa tahapan proses yaitu pembentukan himpunan fuzzy, penentuan fungsi keanggotaa

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Fadila, Shucy. "Aplikasi Ricezzy Untuk Menghitung Irigasi Tanaman Padi Menggunakan Metode Fuzzy Mamdani." JEKIN - Jurnal Teknik Informatika 2, no. 1 (2022): 1–8. http://dx.doi.org/10.58794/jekin.v2i1.88.

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Penelitian ini bertujuan untuk menganalisis permasalahan yang timbul apakah logika fuzzy mamdani dapat digunakan untuk memprediksi menghitung debit air irigasi pada tanaman sawah. Logika fuzzy sendiri merupakan salah satu metode untuk melakukan analisis sistem yang mengandung ketidak pastian. Pada penelitian ini digunakan metode mamdani atau sering juga dikenal dengan metode Min – Max. Perancangan sistem untuk mendapatkan output dilakukan dalam tahap – tahap (a) pembentukan himpunan fuzzy, (b) Aplikasi fungsi implikasi, (c) membentuk aturan – aturan, (d) penegasan (defuzzifikasi). Pada penelit

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Nisa, Auliah Khoirun, Muhammad Abdy, and Ahmad Zaki. "Penerapan Fuzzy Logic untuk Menentukan Minuman Susu Kemasan Terbaik dalam Pengoptimalan Gizi." Journal of Mathematics, Computations, and Statistics 3, no. 1 (2020): 51. http://dx.doi.org/10.35580/jmathcos.v3i1.19902.

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Penelitian terapan ini bertujuan untuk membangun model Penentuan Minuman Susu Kemasan Terbaik dengan variabel pertimbangan adalah harga dan nutrisi. Langkah-langkah yang digunakan pada penelitian ini yaitu fuzzifikasi, penentuan aturan fuzzy, inferensi fuzzy dengan metode mamdani, dan defuzzifikasi. Data yang digunakan adalah data yang diambil dari survey langsung di lapangan yang dilakukan oleh peneliti di salah satu supermarket di makassar. Hasil dari penelitian ini adalah susu kemasan sampel 16 yang menjadi susu kemasan yang paling cocok untuk direkomendasikan kepada masyarakat karena memil

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Emirwati, Andie, Linda Sartika, and Abdul Muis Prasetia. "Analisis keandalan sistem trafo step down menggunakan metode logika fuzzy." JURNAL ELTEK 21, no. 2 (2023): 68–75. http://dx.doi.org/10.33795/eltek.v21i2.3671.

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Trasformator step down adalah sebuah perangkat elektronik yang memiliki fungsi utama untuk menurunkan tegangan listrik ke level yang lebih rendah. Data yang digunakan dalam analisis ini berasal dari hasil pengukuran di PT. PLN Tarakan yang dilakukan selama beberapa bulan pada tahun 2021, diantaranya bulan Januari, Februari, Agustus, dan September. Data pengukuran ini kemudian diolah dengan menggunakan metode fuzzy untuk mencapai keseimbangan yang diinginkan. Menurut standar Std.446-1980, keseimbangan beban yang diharapkan berkisar antara 5 hingga 20%. Sebelum menerapkan metode fuzzy Mamdani, h

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Septiawati, Anggita, Arman, Norma Muhtar, Wayan Somayasa, and Alfian. "PENERAPAN METODE FUZZY MAMDANI TERHADAP TINGKAT KEPUASAN PELANGGAN BERDASARKAN HARGA DAN KUALITAS PELAYANA." Jurnal Matematika Komputasi dan Statistika 3, no. 3 (2024): 412–18. http://dx.doi.org/10.33772/jmks.v3i3.47.

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Pada penelitian ini dibahas mengenai tingkat kepuasan pelanggan yang dibuat dalam metode fuzzy mamdani. Kepuasaan pelanggan menjadi salah satu faktor terpenting dalam dunia pebisnis sehingga kepuasan pelanggan menjadi tolak ukur yang harus diperioritaskan oleh pelaku pebisnis. Untuk mengukur kepuasan pelanggan terdapat berbagai hal yang harus diperhatikan tidak hanya dari segi rasa, kualitas pelayanan dan harga juga sangat berpengaruh terhadap tingkat kepuasan pelanggan, sehingga untuk tingkat kepuasan pelanggan di Warkop Kopi Kita menggunakan metode fuzzy mamdani dan dibantu dengan Microsofft

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