Undergraduate Theses
Undergraduate Theses
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Penerapan Metode Improved Average Penalty Cost (IAPC) dengan Stepping Stone dalam Optimasi Biaya Transportasi Barang
(Universitas Sumatera Utara, 2024)Transportation problems are a common issue in the distribution of goods, focusing on the transportation costs from m sources to n destinations with the aim of minimizing transportation costs. Transportation issues are ... -
Penerapan Metode Fuzzy Service Quality dalam Analisis Kepuasan Pelayanan Kesehatan
(Universitas Sumatera Utara, 2024)Fuzzy logic is an element of Boolean logic, where fuzzy logic is used to handle the concept of degrees of truth between true and false (Yanif, et al, 2011; Henny, 2018). Fuzzy logic theory also provides a method for ... -
Implementasi Analisis Faktor dan Analisis Jalur dalam Mengidentifikasi Faktor-Faktor yang Memengaruhi Kemiskinan di Provinsi Aceh
(Universitas Sumatera Utara, 2024)This research implements factor analysis and path analysis methods to identify the factors that influence Poverty in Aceh Province. The data used is sourced from the Central Bureau of Statistics of Aceh Province in 2023. ... -
Kajian Integral Riemann Diperumum
(Universitas Sumatera Utara, 2024)Riemann integration theory integrates functions on a bounded interval [a,b]⊆R as a Riemann sum approach (integral) where the fineness of the partitions is controlled by a number (norm) ‖P‖. In Generalized Riemann integral ... -
Pemodelan Regresi dengan Pendekatan Generalized Linear Models pada Kasus Tuberkulosis di Sumatera Utara
(Universitas Sumatera Utara, 2024)Generalized Linear Models (GLM) are used to model data when the distribution of the response variable is part of the exponential family. The negative binomial distribution and the Poisson distribution are examples of ... -
Analisis Perbandingan Model Regresi Linier Metode Forward Selection, Backward Elimination, dan Stepwise Regression (Studi Kasus Pendapatan Oli Mesin pada UD. Bengkel Mobil Abadi)
(Universitas Sumatera Utara, 2024)In selecting variables for a regression model, independent variables can explain the dependent variable and meet the assumptions of linear regression so that the regression model is BLUE (Best Linear Unbiased Estimator). ... -
Penalized Maximum Likelihood Estimation dengan Algoritma Gradient Descent pada Model Regresi Logistik Multinomial
(Universitas Sumatera Utara, 2024)Maximum likelihood estimation (MLE) is commonly used for parameter estimation of statistical models, including multinomial logistic regression. However, multicollinearity in logistic regression limits its use. Penalized ... -
Penaksiran Parameter Model Regresi Logistik Multinomial Menggunakan Metode Optimasi Stochastic Gradient Descent dengan Quasihyperbolic Momentum pada Dataset Besar
(Universitas Sumatera Utara, 2024)In multinomial logistic regression parameter estimation using maximum likelihood estimation, numerical approach with optimization method is used to get the best estimated parameters of the mentioned model. The optimization ... -
Analisis Regresi Logistik Biner pada Penyakit Polycystic Ovary Syndrome (PCOS)
(Universitas Sumatera Utara, 2024)Binary logistic regression is a statistical analysis technique that is useful for analyzing the relationship between independent variables and dependent variables that are binary. In the health field, binary logistic ... -
Penerapan Metode Fuzzy Dematel untuk Menentukan Kriteria Terbaik Yang Mempengaruhi Kepuasan Karyawan (Studi Kasus : Pt. Modern Plasindo Mutiara)
(Universitas Sumatera Utara, 2024)The level of employee satisfaction is a key factor in the effective management of human resources, as it can have a significant impact on company productivity. Consequently, it is incumbent upon a company to identify and ... -
Kajian Model Chen dan Model Lee pada Metode Fuzzy Time Series serta Peramalan pada Produksi Crude Palm Oil (CPO)
(Universitas Sumatera Utara, 2024)This study aims to examine two forecasting models, namely the Chen model and the Lee model, applied to the Fuzzy Time Series method in predicting the production of crude palm oil (CPO) in Riau Province. The data used is ... -
Automorfisma Graf Barbel
(Universitas Sumatera Utara, 2024)The automorphism of a graph G is a permutation of the set of points V(G) of the graph G which is neighborhood preserving. In other words, the automorphism of a graph G is an isomorphism of the graph G to itself. One of the ... -
Pemodelan Volatilitas Harga Saham GGRM dengan Pendekatan Generalized Autoregressive Conditional Heteroskedasticity (GARCH)
(Universitas Sumatera Utara, 2024)This research aims to obtain the best model for the stock data of PT Gudang Garam Tbk. (GGRM) based on AIC and BIC values. The study utilizes secondary data from the Investing website, using daily stock data of GGRM for ... -
Penerapan Metode Dynamic Programming dan Fuzzy Linear Programming dalam Mengoptimasi Keuntungan Serta Jumlah Produksi Padi
(Universitas Sumatera Utara, 2024)Dynamic programming is a mathematical method used to select decision policies that will maximize profits. Meanwhile, the fuzzy linear programming method is used to obtain optimal constraints to achieve maximum profit. The ... -
Penerapan Metode Transportasi untuk Optimasi Biaya Transportasi Distribusi Angkut Barang di PT.Global Mitra Prima
(2021)PT.GLOBAL MITRA PRIMA distributes cosmetic products with the KINO brand with three source locations (Medan, Binjai and Tebing Tinggi) delivery which requires sending goods to four destination locations (Sibolga, Pematang ... -
Analisis Sensitivitas Metode Vikor dan Topsis pada Indeks Pembangunan Manusia di Indonesia
(Universitas Sumatera Utara, 2024)Sensitivity analysis is an important step in decision making, especially in determining how sensitive the ranking results are to changes in the weights of the criteria used. This research aims to analyze the sensitivity ... -
Pemodelan Pengaruh Kontak antara Individu terhadap Penularan Penyakit Cacar Monyet (Monkeypox) dengan Adanya Ko-Infeksi Penyakit HIV/AIDS
(Universitas Sumatera Utara, 2024)Monkey pox (monkeypox) is a disease that is transmitted by a virus through monkeys. The monkey pox virus occurs due to direct contact or consuming contaminated monkey meat such as monkeys and other rodents. In this model, ... -
Perbandingan Regresi Lasso dan Principal Component Regression (PCR) dalam Mengatasi Masalah Multikolinearitas
(Universitas Sumatera Utara, 2024)Multicollinearity is a problem that often arises in regression analysis. This condition occurs when the independent variables have a high correlation between each other. If the assumption of the absence of multicollinearity ... -
Kajian Metode Simulasi Monte Carlo
(Universitas Sumatera Utara, 2024)Forecasting is an important technique for projecting future values based on historical data. The Monte Carlo simulation Method is one of the forecasting methods that uses random numbers, specifically through the use of ... -
Penerapan Algoritma Floyd-Warshall dalam Menentukan Rute Terpendek pada Top 10 Wisata Kuliner di Kota Medan
(Universitas Sumatera Utara, 2024)The Floyd-Warshall algorithm is an algorithm that can be used to solve shortest route problems. This algorithm works by comparing every possible route in the graph for each pair of nodes produced. This research examines ...
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