{"title":"Klasifikasi Masyarakat Penerima BPNT Program Sembako 2021 di Kelurahan Tiakar dengan Mengunakan Metode KNN Classifier","authors":"Annisa Hidayatul Nufus, Helma Helma","doi":"10.24036/unpjomath.v8i2.14233","DOIUrl":"https://doi.org/10.24036/unpjomath.v8i2.14233","url":null,"abstract":"At the time of the implementation of the food program in the Tiakar Sub-District, there was no information available on the criteria that would make the head of a family eligible to be a recipient of assistance, even though this was very important so that the government's goal of fulfilling the need for nutritious food could be felt by those who really needed it. The purpose of this study was to classify the heads of families in Tiakar Subdistrict as eligible or not eligible to receive staple foods using the K-Nearest Neighbor method. This study uses interview data conducted with the heads of families in the Tiakar Village. The data analysis step is to divide the data into training data and test data by 80%:20%, determine the number of nearest neighbours, calculate the dissimilarity distance and choose a class, calculate the level of accuracy using the confusion matrix and then choose the optimal K. Based on the results of the study, it was found that the K value that was good to use in the classification of family heads in Tiakar Subdistrict was K=3 because it had an accuracy percentage of 95%.","PeriodicalId":244588,"journal":{"name":"Journal of Mathematics UNP","volume":"46 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133441643","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Penggunaan Semivariogram pada Metode Ordinary Kriging untuk Mengestimasi Curah Hujan di Kabupaten Kuantan Singingi","authors":"Esil Metra, Dewi Murni","doi":"10.24036/unpjomath.v8i2.14724","DOIUrl":"https://doi.org/10.24036/unpjomath.v8i2.14724","url":null,"abstract":"In a measurement of rainfall data, not all points are gauges because of a limitation. So the Meteorology, Climatology and Geophysics Agency (BMKG) only builds rain gauge posts in areas considered to have potential and can represent the surrounding area. Given these limitations, a method is needed to estimate rainfall data outside the observation post area, namely a geostatistical method called ordinary kriging. Ordinary Kriging is a method for estimating a non-sampled value based on the sampled values around it. By using an experimental semivariogram model compared to several theoretical semivariograms (Exponential, Gaussian, and Spherical) and selecting one of the best semivariogram models to estimate the value to be searched, so that optimal estimation results are obtained. In this study, estimated rainfall in Kuantan Singingi Regency in February 2023 where the results obtained are the average rainfall in each sub-district, which is 220.3827 mm, while the estimated rainfall in each village is 217.180. So that Kuantan Singingi Regency is an area with moderate rainfall.","PeriodicalId":244588,"journal":{"name":"Journal of Mathematics UNP","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114432578","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Penerapan Algoritma Titik Interior dalam Optimasi Keuntungan pada Toko Churro.io","authors":"Alivia Tasya Kemala, Rara Sandhy Winanda","doi":"10.24036/unpjomath.v8i2.14468","DOIUrl":"https://doi.org/10.24036/unpjomath.v8i2.14468","url":null,"abstract":"Linear Programming is a part of optimization. One of the methods that can be used to solve linear programming problems is the interior point algorithm method. This research is an applied research was aimed to apply the interior point algorithm to solved production optimization problems at Churro.io. The data collection method used in this research was an interview by researcher with Churro.io’s owner. Based on the results of the research using the calculation of the interior point algorithm, a maximum profit of Rp 1.216.400 was obtained by producing 60 units of dark chocolate royal churro, 37 units of white chocolate royal churro, 33 units of matcha royal churro, 21 units of tiramisu royal churro, 21 units of salted caramel royal churro, and 14 units of cheese royal churro. The profit was obtained by Churro.io’s calculation of Rp 890.500, so there is a difference between the calculation of the interior point algorithm and the calculation at the Churro.io of Rp 325.900.","PeriodicalId":244588,"journal":{"name":"Journal of Mathematics UNP","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123631325","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Penggunaan Metode Preemptive Goal Programming Untuk Optimalisasi Produktivitas Tanaman Padi di Kota Pariaman","authors":"T. Triana, Yusmet Rizal","doi":"10.24036/unpjomath.v8i2.14264","DOIUrl":"https://doi.org/10.24036/unpjomath.v8i2.14264","url":null,"abstract":"Pariaman City is a city in West Sumatra which contributes to agriculture, especially rice. For this reason, rice production must be increased by paying attention to good management so as to increase the amount of rice production. This applied research aims to minimize the objectives of each constraint function encountered so that optimal rice production results can be obtained using the method approach preemptive goal programming. The constraints given are the use of seeds, the use of urea and NPK fertilizers, the use of pesticides, production yields and production values. Of the six targets considered, based on the results of the analysis, it shows that four targets have been met, namely the targets of maximizing production yields and production value and minimizing the use of urea and NPK fertilizers. In order to achieve this target, it is necessary to add 1.582 single varieties per hectare","PeriodicalId":244588,"journal":{"name":"Journal of Mathematics UNP","volume":"38 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130597259","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Rahmawati Rahmawati, M. R. R. Putra, Fitriani Muttakin
{"title":"Prediksi Jumlah Pengunjung Perpustakaan Daerah Kabupaten Batang dengan Menggunakan Metode Fuzzy Time Series Chen-Hsu","authors":"Rahmawati Rahmawati, M. R. R. Putra, Fitriani Muttakin","doi":"10.24036/unpjomath.v8i1.14231","DOIUrl":"https://doi.org/10.24036/unpjomath.v8i1.14231","url":null,"abstract":"Perpustakaan kabupaten batang merupakan salah satu tempat yang sering di kunjungi oleh masyarakat sekitar. Analisis pola kunjungan perpustakaan dan prediksi jumlah pengunjung sangat penting untuk dilakukan, karena hal ini merupakan dasar dalam perencanaan kebijakan yang efektif bagi para pemangku kepentingan untuk memberikan rasa nyaman bagi para pustakawan. Tujuan penelitian ini adalah untuk meramalkan jumlah pengunjung Perpustakaan Daerah Kabupaten Batang pada tahun 2023. Metode Fuzzy Time Series Chen-Hsu digunakan dalam penelitian ini karena memberikan nilai MAPE yang dapat memberikan bukti keakuratan yang lebih mudah dibandingkan dengan metode lainnya. Hasil penelitian menunjukkan bahwa pengunjung perpustakaan daerah Kabupaten Batang dari tahun 2018-2022, terjadi penurunan pada tahun 2021 hingga 2022, dan menurut hasil peramalan menggunakan metode Fuzzy Time Series Chen-Hsu pengunjung perpustakaan Daerah Kabupaten Batang tidak mengalami perubahan dari tahun sebelumnya dan memiliki rata-rata MAPE 15,56%, sehingga tingkat akurasinya adalah baik. ","PeriodicalId":244588,"journal":{"name":"Journal of Mathematics UNP","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126051044","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Model Matematika Dinamika Kemiskinan Dengan Pengaruh Konsumsi Alkohol","authors":"Isra Miati, Muhammad Subhan","doi":"10.24036/unpjomath.v8i1.13440","DOIUrl":"https://doi.org/10.24036/unpjomath.v8i1.13440","url":null,"abstract":"Masalah kemiskinan merupakan tantangan utama pembangunan di tingkat global. Banyak strategi yang dilakukan untuk mengatasi permasalahan kemiskinan ini. Namun, dalam mengatasi permasalahan ini muncul suatu persoalan yang umum di kalangan keluarga miskin yaitu terkait dengan pengonsumsi alkohol. Akibat dari mengonsumsi alkohol secara berlebihan akan membuat individu menjadi ketergantungan alkohol dan pecandu alkohol. Tujuan dalam penelitian adalah untuk dapat melihat suatu model matematika dan analisis yang diperoleh. Untuk metode yang dilakukan di dalam penelitian adalah dengan menggunakan metode deskriptif. Berdasarkan analisis yang telah dilakukan diperoleh satu titik tetap bebas. Selanjutnya akan ditentukan kestabilan dari titik tetap, yang mana menunjukkan bahwa titik tetap bebasnya bersifat stabil jika γδ+γμ+μσ+μ^2+μ_1 σ+μ_1 δ+μ_1 μ>βσ+βδ+βμ. Hasil simulasi untuk titik tetap bebas menunjukkan bahwa pada waktu tertentu masalah akan menghilang jika laju individu dari kelompok miskin yang tidak kecanduan alkohol menjadi miskin kecanduan alkohol (β) diperkecil dan laju individu kelompok miskin kecanduan alkohol yang di rehabilitasi (γ) diperbesar.","PeriodicalId":244588,"journal":{"name":"Journal of Mathematics UNP","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131374771","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Analisis Model Matematika Pengaruh Feline Immunodeficiency Virus pada Sistem Imun Kucing","authors":"F. Larasati, Dewi Murni","doi":"10.24036/unpjomath.v8i1.13046","DOIUrl":"https://doi.org/10.24036/unpjomath.v8i1.13046","url":null,"abstract":"FIV merupakan virus yang menyerang kekebalan kucing dan menyebabkan AIDS-like pada kucing. FIV memanfaatkan sel imun sebagai reseptor untuk perlekatan awal, kemudian akan membentuk DNA yang masuk ke dalam inti sel dan berinteraksi dengan DNA sel imun. Hasil dari replikasi DNA ini membentuk virus baru yang akan terus berkembang biak di dalam membran sel. Tujuan penelitian ini adalah membentuk model matematika yang mengkaji bagaimana dinamika gerak dari virus FIV dan pengaruhnya pada sistem imun kucing. Dengan analisis model didapat dua titik tetap yaitu titik tetap T_0 dan titik tetap T_1 penyakit FIV pada sel imun, dimana pada titik tersebut dapat diketahui karakteristik virus. Hasil uji kestabilan titik tetap menggunakan kriteria nilai eigen dan Routh Hurwitz yang sudah dilakukan diketahui bahwa jumlah sel imun secara perlahan mengalami penurunan disebabkan oleh tingkat replikasi virus FIV pada sel imun yang sudah terinfeksi dan mengalami gangguan kekebalan.","PeriodicalId":244588,"journal":{"name":"Journal of Mathematics UNP","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116036968","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Metode Iterasi Prediktor Korektor Jarratt Householder Untuk Penentuan Akar Persamaan Non Linier","authors":"Yoga Aprila, Muhammad Subhan","doi":"10.24036/unpjomath.v8i1.13421","DOIUrl":"https://doi.org/10.24036/unpjomath.v8i1.13421","url":null,"abstract":"Menentukan akar dari suatu persamaan non linier sering menjadi permasalahan dalam bidang matematika maupun bidang rekayasa. Umumnya persamaan non linier tersebut akan muncul dalam bentuk yang kompleks sehingga sulit dipecahkan secara analitik maka diperlukan bantuan berupa metode numerik dalam menentukan akarnya. Salah satu metode numerik yang dapat digunakan meliputi Metode Newton-Raphson, Metode Jarratt, dan Metode Householder. Namun kekurangan dari metode-metode tersebut adalah orde kekonvergannya yang lambat. Metode Iterasi Prediktor Korektor Jarratt-Householder merupakan metode yang muncul akibat kekurangan dari metode-metode tersebut. Tujuan dari penelitian ini adalah mempelajari proses pembentukan Metode Iterasi Prediktor Korektor Jarratt-Householder, menyusun algoritma, dan mengetahui orde kekonvergenannya. Hasil uji simulasi numerik dari beberapa fungsi menunjukkan bahwa Metode Iterasi Prediktor Korektor Jarratt-Householder dapat lebih cepat menemukan akar dibandingkan Metode Newton-Raphson, Metode Jarratt, dan Metode Householder.","PeriodicalId":244588,"journal":{"name":"Journal of Mathematics UNP","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125841836","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Cadangan Premi Asuransi Jiwa Berjangka dan Asuransi Jiwa Dwiguna Menggunakan Metode Premium Sufficiency","authors":"Gusvira Widuri, Devni Prima Sari","doi":"10.24036/unpjomath.v8i1.13019","DOIUrl":"https://doi.org/10.24036/unpjomath.v8i1.13019","url":null,"abstract":"Asuransi jiwa adalah pembayaran uang yang diberikan atas kematian tertanggung terhadap ahli waris sesuai ketentuan polis. Jenis asuransi jiwa ada empat, diantaranya asuransi jiwa seumur hidup, asuransi jiwa berjangka, asuransi jiwa dwiguna murni, dan asuransi jiwa dwiguna. Sejumlah santunan yang didapatkan tergantung besarnya premi yang dibayarkan. Manfaat dari pembayaran premi digunakan untuk persiapan pembayaran uang pertanggungan. Cadangan premi ialah dana cadangan yang harus disiapkan perusahaan agar dapat menutupi klaim peserta asuransi yang terjadi kapanpun. Terdapat beberapa cara dalam memperhitungkan cadangan premi salah satu yang dapat digunakan yaitu metode premium sufficiency. Cadangan premium sufficiency menyertakan biaya awal dan biaya pemeliharaan setelah masa asuransi dalam prhitungannya. Perhitungan cadangan metode premium sufficiency menggunakan premi kotor dapat memberikan secara rinci seluruh biaya yang diperlukan beserta besarnya cadangan yang harus disediakan perusahaan asuransi. ","PeriodicalId":244588,"journal":{"name":"Journal of Mathematics UNP","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132058433","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Analisis Risiko Investasi Saham Tunggal Syariah dengan Value at Risk (VaR) Menggunakan Simulasi Monte Carlo","authors":"Afifah Humayrah, Devni Prima Sari","doi":"10.24036/unpjomath.v8i1.13375","DOIUrl":"https://doi.org/10.24036/unpjomath.v8i1.13375","url":null,"abstract":"Investasi adalah kegiatan untuk menahan sejumlah dana yang bertujuan untuk mendapatkan keuntungan dimasa depan, salah satunya dengan berinvestasi dipasar modal syariah. Instrumen pasar modal syariah yang dapat digunakan yaitu saham. Saham dikenal memiliki karakteristik high risk dan high return, tidak hanya membawa keuntungan yang tinggi tetapi juga membawa risiko yang tinggi. salah satu alat ukur yang bisa digunakan untuk mengukur risiko yaitu Value at Risk karena dapat memperkirakan kemungkinan kerugian maksimal yang dapat terjadi atas suatu aset tunggal pada tingkat kepercayaan tertentu. Adapun tujuan penelitian ini adalah untuk memperkirakan berapa risiko optimal yang didapat dengan menggunakan Value at Risk dengan Simulasi Monte Carlo. Data yang dipakai dalam penelitian ini yaitu harga penutupan saham PT Telekomunikasi Indonesia, Tbk yang tercatat masuk kedalam Jakarta Islamic Index (JII). Berdasarkan penelitian dengan menggunakan dana investasi awal Rp 100.000.000,00 didapatkan nilai Value at Risk –Rp3.620.898,95 pada taraf kesalahan 1%, -Rp2.709.707,70 pada taraf kesalahan 5% dan -Rp2.120.418,85 pada taraf kesalahan 10%.","PeriodicalId":244588,"journal":{"name":"Journal of Mathematics UNP","volume":" 16","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"120826456","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}