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Model Regresi Nonparametrik Deret Fourier pada Pola Data Curah Hujan di Kota Mataram
Pub Date : 2018-12-29 DOI: 10.29303/EMJ.V2I2.16
Widiya Astuti
Rainfall is one of the elements of the climate that has influence on people's lives in West Nusa Tenggara Province. The capital city of West Nusa Tenggara Province (NTB), namely the City of Mataram, in December 2016 was affected by flood disaster due the rainfall increation. This causes all activities in the City of Mataram paralyzed. This study aimed to modelling the rainfall and to determine the rainfall grade prediction in the City of Mataram in 2017. The method used was nonparametric regression of Fourier series. Based on the results of the analysis that has been committed, the best Fourier series of nonparametric regression model obtained at the Selaparang station was a model with 101 number of knots and 0.959116 value of R2 . For the Ampenan station, the best model obtained with 101 knots and 0.966992 value of R2 . As well as for the Cakranegara station, the best model obtained with 106 number of knots and 0.987778 value of R2 .
降雨是影响西努沙登加拉省人民生活的气候因素之一。2016年12月,西努沙登加拉省(NTB)首府马塔兰市因降雨量增加而受到洪水灾害的影响。这导致马塔兰市的所有活动瘫痪。本研究旨在模拟2017年马塔兰市的降雨并确定降雨等级预测。采用傅立叶级数的非参数回归方法。根据已有的分析结果,在Selaparang站得到的最佳傅立叶级数非参数回归模型为节数为101,R2为0.959116的模型。对于Ampenan站,最佳模型为101节,R2值为0.966992。对于Cakranegara站,得到的最佳模型为节数106,R2值0.987778。
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引用次数: 0
Estimasi Parameter Regresi Linear Menggunakan Regresi Kuantil
Pub Date : 2018-12-29 DOI: 10.29303/EMJ.V2I2.15
Baiq Devi Rachmawati
Regression analysis is a statistical analysis method for estimating the relationship between dependent variables (Y) and one or more independent variables (X) . As the purpose of this study is to theoretically examine the quantile regression method in estimating linear regression parameters. In regression analysis usually the method used to estimate parameters is the least square method with assumptions that must be met that normal assumption, homoskedasticity, no autocorrelation and non multicollinearity. Basically the least square method is sensitive to the assumptions of deviations in the data, so that the estimations results will be lees good if the assumptions are not fulfilled. Therefore, to overcome the limitations of the least square method developed a quantile regression method for estimating linear regression parameters. Based on the result of research that has been done shows that the estimation of linear regression parameters using the quantile regression method is obtained by minimazing the absolute number of errors through the simplex algorithm.
回归分析是估计因变量(Y)与一个或多个自变量(X)之间关系的统计分析方法。由于本研究的目的是从理论上检验分位数回归方法在估计线性回归参数中的应用。在回归分析中,估计参数的方法通常是最小二乘法,其假设条件为正态假设、均方差、无自相关和非多重共线性。基本上,最小二乘法对数据偏差的假设很敏感,所以如果不满足这些假设,估计结果也会很差。因此,为了克服最小二乘法的局限性,开发了一种分位数回归方法来估计线性回归参数。已有的研究结果表明,分位数回归法的线性回归参数估计是通过单纯形算法使误差绝对值最小化来实现的。
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引用次数: 0
Usulan Rute Optimal Distribusi Sampah Shift I Kota Sumbawa Besar Menggunakan Metode GVRP 使用GVRP方法建议大型城市sumtake垃圾分配的最佳路线
Pub Date : 2018-12-28 DOI: 10.29303/emj.v2i2.17
Koko Hermanto, Eki Ruskartina
Generalized vehicle routing problem (GVRP), for each vertex of the graph is partitioned into vertex sets and called groups, it will be determined the optimal route given to each set group includes exactly one vertex of each group. Furthermore, the cluster generalized vehicle routing problem (CGVRP) was introduced which aims to determine the optimal route for each vertex for each cluster. The optimal route can be solved using the Djikstra Algorithm. The distribution of waste in the city of Sumbawa Besar is still considered to be less than optimal, so this system can be implemented by making direct connections between each polling station. This system produces the shortest route, travel details, distance between polling stations and travel costs.
广义车辆路径问题(GVRP)将图的每个顶点划分为顶点集和组,确定给定的最优路径只包含每个组的一个顶点。在此基础上,引入了聚类广义车辆路径问题(CGVRP),该问题旨在确定每个聚类的每个顶点的最优路径。最优路线可以用Djikstra算法求解。松巴瓦州的废物分配仍然被认为不是最理想的,因此这个系统可以通过在每个投票站之间建立直接连接来实施。该系统产生最短路线、旅行细节、投票站之间的距离和旅行费用。
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引用次数: 1
Penerapan aritmatika modulo untuk menguji validitas dan mengembangkan nomor ISBN (International Standard Book Number) 使用调制算术方法测试有效性,开发ISBN编号(国际标准书编号)
Pub Date : 2018-12-28 DOI: 10.29303/EMJ.V2I2.18
Lukman T. Ibrahim, Syamsul Bahri, Irwansyah
International Standard Book Number or ISBN is a code that contains information about the title, the publisher, the different types of materials for making the book, and publisher group from a book. The ISBN code of a book along with its development need to be checked for validity, because the more books are published, the more chance the book will be copied so that it has a double ISBN number. This research show that the use of modulo arithmetic in arranging ISBN for a book, especially ISBN-10 and ISBN-13. In this research too discussed about validation ISBN-10 and ISBN-13 using modulo arithmetic and expanded by developing an ISBN-n, for a natural number n greater than 10. Validation will be carried out in two stages, namely manually using modulo arithmetic calculation and then computing, by compiling java-based application to validate an ISBN. The development of ISBN-n for n ∊ ℕ and n ≥ 11 use the advantages of ISBN-10 and ISBN-13 and (Memorandum of Understanding/MoU) ISBN agency. Case studies in the Department of Library and Archives of West Nusa Tenggara Province on the ISBN validity of additional collection books for the 2015-2016 period showed that the ISBN validity of these books is 96%.
国际标准书号(ISBN)是一个代码,它包含关于书名、出版商、制作图书的不同类型的材料和图书的出版商组的信息。一本书的ISBN代码以及它的发展需要检查有效性,因为出版的书越多,书就越有可能被复制,所以它有一个双重ISBN号。本文的研究表明,模算法在图书ISBN-10和ISBN-13书号编排中的应用。本文还讨论了利用模算法验证ISBN-10和ISBN-13,并通过开发ISBN-n来扩展大于10的自然数n。验证将分两个阶段进行,即手动使用模算术计算,然后通过编译基于java的应用程序进行计算,以验证ISBN。ISBN-n的开发利用了ISBN-10和ISBN-13以及(MoU) ISBN机构的优势。西努沙登加拉省图书馆档案馆2015-2016年新增馆藏图书的ISBN有效性案例研究表明,这些图书的ISBN有效性为96%。
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引用次数: 1
Small Area Estimation Jumlah Penderita Penyakit TBC di Kabupaten Lombok Timur Menggunakan Metode Empirical Bayes
Pub Date : 2018-06-30 DOI: 10.29303/EMJ.V1I1.9
Muslimatun Toyyibah, D. Komalasari, Nurul Fitriyani
Empirical Bayes is one of small area estimation method that can be used to predict small area parameters. The small area is defined as a subpopulation of small sample sizes. Empirical Bayes is suitable for use in counted data with Poisson-Gamma model. The purpose of this research was to determine the sub-districts that have the highest risk in the number of people with TBC disease in East Lombok Regency. Based on the results, the analysis showed that sub-districts with the highest risk were Sukamulia Sub-district with 1.65543 value of relative risk in 2014, Sambelia Sub-district with 1.80396 value of relative risk in 2015, and Sambelia Sub-district with 4.12718 values ov relative risk in 2016.
经验贝叶斯是一种小面积估计方法,可以用来预测小面积参数。小区域被定义为小样本量的亚种群。经验贝叶斯适合用泊松-伽马模型计算数据。这项研究的目的是确定东龙目县患TBC病人数风险最高的分区。根据分析结果,2014年风险最高的街道为苏卡穆里亚街道,相对风险值为1.65543;2015年为桑贝利亚街道,相对风险值为1.80396;2016年为桑贝利亚街道,相对风险值为4.12718。
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引用次数: 0
Analisis Keberhinggaan Matriks Representasi atas Grup Berhingga 对终端矩阵表示分析
Pub Date : 2018-06-30 DOI: 10.29303/EMJ.V1I1.10
Muhammad Taufan, Mamika Ujianita Romdhini, Ni Wayan Switrayni
Representation of a finite group G over generator linear non singular mxm matrix with entries of field K defined by group homomorphism A : G → GL m (K) Basically, the non singular mxm matrix A(x) which representing the finite group G divided into two, that are the unitary matrix and non unitary matrix . If A(x) is a non unitary matrix, then there exist a unitary matrix which similar to A(x). This research deals to analyze the numbers of one example of a unitary matrix representation over arbitrary finite group G with order n that is permutation matrix, and the number of unitary matrix which is similar to real non unitary matrix representation of arbitrary finite group G order 2. The results showed the numbers of permutation matrix representation is n! and unitary matrix which is similar to non unitary matrix representation is 2.
有限群G在由群同态a定义域K的线性非奇异mxm矩阵上的表示:G→GL m (K)基本上,表示有限群G的非奇异mxm矩阵a (x)分为两个矩阵,即酉矩阵和非酉矩阵。如果A(x)是一个非酉矩阵,则存在一个与A(x)相似的酉矩阵。本文分析了任意有限群G上n阶的幺正矩阵表示的一个例子即置换矩阵的数目,以及与任意有限群G阶2的实非幺正矩阵表示相似的幺正矩阵的数目。结果表明,排列矩阵表示的个数是n!和非酉矩阵表示类似的酉矩阵是2。
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引用次数: 0
Karakteristik Ideal Semiprima Fuzzy
Pub Date : 2018-06-30 DOI: 10.29303/EMJ.V1I1.3
Abdurahim Abdurahim, Andy Sofyan Anas, H. R. P. Negara, Ahmad T. Ahmad, Gilang Primajati
A function  is called as an fuzzy prime ideal if every fuzzy ideal of  and  satisfies  caused  or  and a function  is called as an fuzzy semiprime ideal if every fuzzy ideal of  which requires  caused . The previous research has been studied the ideal characteristics of fuzzy prime. Since not all ideal fuzzy semiprime are ideal fuzzy prime, resulted in some characteristic of fuzzy semiprime ideal do not exist in characteristics of the fuzzy prime ideal. This study examines the characteristics of the fuzzy semiprime ideal along with some examples of those characteristics.
如果一个函数的每一个模糊理想都满足因理想,则称为模糊素理想;如果一个函数的每一个模糊理想都需要因理想,则称为模糊半素理想。前人对模糊素数的理想特性进行了研究。由于并非所有的理想模糊半素数都是理想模糊半素数,导致模糊半素数理想的某些特征不存在于模糊素数理想的特征中。本文研究了模糊半素数理想的特征,并给出了这些特征的一些例子。
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引用次数: 0
Estimasi Parameter Model Moving Average Orde 1 Menggunakan Metode Momen dan Maximum Likelihood
Pub Date : 2018-06-28 DOI: 10.29303/EMJ.V1I1.8
Nirwana Nirwana, Mustika Hadijati, Nurul Fitriyani
Autoregressive Integrated Moving Average is a model that commonly used to model time series data. One model that can be modeled is Moving Average (MA). In this study, the estimation of parameters was performed to produce the model estimator parameter, where if the order component of the MA model is known, then the methods that can be used are the Ordinary Least Square (OLS) method, Moment method, and Maximum Likelihood method. But in fact, there are often assumption deviations when using the OLS method, one of which occurs heteroscedasticity (variant is not constant) which is produce a poor estimator. This study used both Moment and Maximum Likelihood method in estimating the parameter of the 1 st Moving Average model, denoted by MA (1). The result showed that MA (1) parameter model using Moment method gave better result than Maximum Likelihood method. This can be seen from the value of Schwartz Bayesian Criterion (SBC) of both Moment and Maximum Likelihood method parameter estimator with magnified amount of data and various parameters values generated.
自回归综合移动平均线是一种常用的时间序列数据建模模型。一个可以建模的模型是移动平均线(MA)。在本研究中,对参数进行估计以产生模型估计器参数,其中如果MA模型的阶分量已知,则可以使用的方法有普通最小二乘(OLS)法、矩量法和极大似然法。但实际上,在使用OLS方法时,往往会出现假设偏差,其中一个是异方差(变量不是恒定的),从而产生较差的估计量。本研究同时使用矩法和极大似然法对第一个移动平均模型的参数进行估计,用MA(1)表示。结果表明,使用矩法的MA(1)参数模型的结果优于极大似然法。这可以从矩量法和极大似然法参数估计器的Schwartz Bayesian Criterion (SBC)的值中看出,它们的数据量都被放大了,产生的参数值也不同。
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引用次数: 0
Analisis Eksistensi Infimum Image Dari Fungsi Lower Semi-Continuous dari Atas
Pub Date : 2018-06-28 DOI: 10.29303/emj.v1i1.4
Qurratul Aini
In some cases in applied mathematics, the continuous function is not used, but rather the weaker function, i.e. lower semi-continuous function from above. One of the basic properties of the function that needs to be known is the existence of the infimum value of the function image. In the case of a continuous function, the existence of infimum is assured by several assumptions, one of which is the function domain which is a closed set and the function is a bounded function. In this paper, we describe the properties that ensure the existence of infimum of the image of a lower semi-continuous function from above. Based on the results, it is found that the existence of infimum of the image of a lower semi-continuous function from above is assured in the domain which is a compact set and also assured if the function is a convex function.
在应用数学中的某些情况下,不使用连续函数,而是使用较弱的函数,即自上而下的下半连续函数。函数需要知道的一个基本性质是函数像的最小值的存在性。对于连续函数,用几个假设来保证无穷值的存在性,其中一个假设是函数域是闭集,函数是有界函数。本文从上面给出了保证下半连续函数像的无穷值存在的性质。在此基础上,证明了上下半连续函数的像在紧集定义域上存在无穷大,当函数是凸函数时也存在无穷大。
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引用次数: 0
Implementasi Algoritma IDA* (Iterative Deepening A*) Dalam Menentukan Solusi Terbaik Pada Permainan Othello Dengan Simulasi MATLAB
Pub Date : 2018-06-23 DOI: 10.29303/emj.v1i1.1
Halilintar Nur Hidayatullah, Mamika Ujianita Romdhini, Irwansyah Irwansyah
Permainan  Othello  adalah  permainan  logika  asal  jepang.  Permainan  ini dimainkan oleh dua orang pada papan persegi dengan bidak hitam dan bidak putih. Dibutuhkan strategi yang jitu untuk meraih kemenangan, sehingga pada penelitian ini memiliki 2 tujuan, pertama untuk menganalisis langkah-langkah yang akan ditentukan menggunakan algoritma IDA* ( Iterative Deepening A *) yang dinotasikan sebagai 𝑓(𝑛) = 𝑔(𝑛) + ℎ(𝑛) dengan 𝑔(𝑛) adalah jumlah langkah dari simpul  awal  menuju  simpul  n  dengan  m  jumlah  simpul,  dan  ℎ(𝑛)  adalah  jarak perkiraan  dari  simpul  n  menuju  simpul  tujuan.  Kedua  didapatkan  hasil  simulasi berdasarkan pemrograman MATLAB. Pada program simulasi ini digunakan matriks ukuran 6 × 6 dengan simbol 1, 2,  dan  0  yang  masing-masing  merepresentasikan  bidak  hitam,  bidak  putih,  dan kotak  yang masih kosong.  Dengan salah satu solusi  yang didapat pada program adalah hitam (9), putih (20), hitam (26), putih (10), hitam (11), putih (17), hitam (23),  putih (27), hitam (8), putih (6), hitam (12), putih (14), hitam (33), putih (28), hitam (29), putih (31), hitam (25), putih (30), hitam (7), putih (2), hitam (18), putih (13), hitam (19), putih (36), hitam (35), putih (1), hitam (3), putih (34), hitam (32), putih (4), hitam (5), putih (24). Dengan bobot  -min pada tiap iterasi 14, 15, 16, 17, 20, 15, 16, 18, 15, 16, 18, 17, 13, 14, 15, 16.
奥赛罗游戏是日本传统的逻辑游戏。这个游戏是两个人在方格上玩的,有黑瓷砖和白瓷砖。需要有效的策略来取得胜利,所以在这个研究有两个目的,首先分析的步骤将确定使用算法(IDA * (Iterative Deepening dinotasikan作为𝑓(𝑛)的A *) =𝑔(𝑛)+ℎ𝑛)和𝑔(𝑛)是步骤的数量从开始节点到节点n和m,ℎ结(𝑛)数量是预计节点n的节点目标的距离。第二是基于MATLAB编程的模拟结果。在这个模拟程序使用矩阵大小的6×6第1、2、0的符号分别代表了黑色,白色的棋子,棋子的盒子是空的。获得应用程序的解决方案之一是黑人(9)、白(20)、黑色(26)、白色(10)、(11),黑白(17)色、黑色(23)、白色(27)、黑色(8),黑白色(6),(12)、白(14)、黑色(33)、白(28)、黑色(29)、白(31)、黑色(25)、白(30日),黑白(7)、(2)、黑色(18)、白(13)、黑色(19)、白色(36)、黑色(35),黑白色(1)、(3)、白(34),黑白(32),(4)、(5)、黑白(24)。重量为14、15、16、17、20、15、16、18、15、16、16、16、16、18、18、17、13、14、15、16。
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引用次数: 1
期刊
EIGEN MATHEMATICS JOURNAL
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