Master Theses
Master Theses
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Multi-Objective Vehicle Routing Problem With Time Windows Menggunakan Genetic Algorithm
(Universitas Sumatera Utara, 2025)This study focuses on the development and application of the Multi-Objective Vehicle Routing Problem with Time Windows (MO-VRPTW) model using Genetic Algorithm (GA) to optimise the waste transport system in Batu Bara ... -
MODEL OPTIMASI MULTI-OBJEKTIF UNTUK JARINGAN RANTAI PASOK BERKELANJUTAN
(Universitas Sumatera Utara, 2025)Sustainable supply chains have become a strategic approach in addressing global challenges related to operational efficiency and environmental and social sus tainability. This research aims to design a multi-objective ... -
Analisis Sensitivitas Pada Model DEA Dengan Pendekatan Fuzzy Pada Pengukuran Kinerja Lingkungan Perumahan
(Universitas Sumatera Utara, 2025)Sensitivity analysis in DEA models using a fuzzy approach can provide significant benefits in measuring the environmental performance of housing. This method can help identify and measure the impact of changes in input ... -
Vehicle Routing Problem Relaxed Time Windows
(Universitas Sumatera Utara, 2025)The Vehicle Routing Problem with Relaxed Time Windows (VRP-RTW) is an ex tension of the classic Vehicle Routing Problem (VRP) that allows for flexibility in service time windows. In VRP-RTW, vehicles are allowed to arrive ... -
Model Optimasi Distribusi Logistik Menggunakan Multi-Depot Capacitated Vehicle Routing Problem
(Universitas Sumatera Utara, 2025)Logistics distribution is vital for enhancing the efficiency and competitiveness of Indonesia. The challenges in Indonesian logistics include complex geography, limited infrastructure, traffic congestion, and high ... -
Modifikasi Data Anomali Kunjungan Wisman ke Sumatera Utara Selama Periode Covid-19 Dengan Metode Indikator Statistik dan Interpolasi Spline Time Series Untuk Kelayakan Model Time Series
(Universitas Sumatera Utara, 2025)The feasibility of time series models is highly influenced by both the availability of data and the structural patterns of the series itself. The regular collection of data over time plays a crucial role in generating ... -
Algoritma Genetika Hibrid pada Permasalahan Optimasi Portofolio Dinamis
(Universitas Sumatera Utara, 2025)Dynamic portfolio optimization is a crucial problem in evolving financial markets, requiring investment decisions to be adjusted over time. Traditional methods such as Linear Programming (LP) and Quadratic Programming ... -
Perpindahan panas pada Fluida Non-Newton
(Universitas Sumatera Utara, 2021)Non-Newtonian fluids exhibit behaviour deviating from Newton’s law. In Sisko fluid flow, which is a non-Newtonian fluid, within pipes, the relationship between shear stress magnitude and shear strain becomes linear as ... -
Pencarian Nilai Minimum dengan Dua Dimensi pada Algoritma Gauss Newton
(Universitas Sumatera Utara, 2015)Gauss-Newton algorithm is an iterative method used in solving the non-linear least- squares. As is known Gauss Newton algorithm does not always work forever, it can sometimes show weak to convergence rate. In this problem, ... -
Model Multi-Objektif Transportasi Umum dengan Adanya Transfer
(Universitas Sumatera Utara, 2017)An important element in the process of public transportation planning is the development of the concept of a path, so far the model in this study aims to minimize the cost as well as the number of transfers in public ... -
Model Persoalan Minimum Spanning Tree Diameter Terbatas
(Universitas Sumatera Utara, 2013)The bounded diameter minimum spanning tree problem is a combinatorial op- timization problem appearing in applications such as wire-based communication network design when quality of service is of concern, in ad-hoc ... -
Pendekatan Pemrograman Mixed-Integer pada Masalah Clustering dengan Aplikasi Segmentasi Pelanggan
(Universitas Sumatera Utara, 2024)Segmentation is the process of dividing customers into clusters by customer loyal- ty categories to build a marketing strategy. Customer segmentation is one of the first steps in creating a business model. This research ... -
Pengembangan Metode Hibrida untuk Menyelesaikan Persoalan Rute Kendaraan (Vehicle Routing Problem)
(Universitas Sumatera Utara, 2024)The Vehicle Routing Problem (VRP) is a critical challenge in logistics, impact- ing delivery efficiency and costs. Traditional VRP solutions often fail to address real-world dynamics such as fluctuating traffic conditions ... -
Penentuan Outlier pada Data Multivariat Berbasis Jarak dengan Kuantil
(Universitas Sumatera Utara, 2020)The quantile model is a method for detecting data that is classified as outliers. There are many methods that have been applied by researchers before. Some of them are the minimum volume ellipsoid (MVE) method, the minimum ... -
Jumlahan Jarak Hamming Berbobot
(Universitas Sumatera Utara, 2020)The Hamming distance between two binary digits is the number of differences be- tween two series of binary numbers that have the same length according to the position of each binary digit. The sum of the Hamming distances ... -
Perencanaan Jaringan Nirkabel dengan Ketidakpastian Permintaan
(Universitas Sumatera Utara, 2012)An optimal planning of future wireless networks in fundamental to satisfy ris- ing traffic demands jointly with the utilization of sophisticated techniques, such as OFDMA. Current method for this task require a static ... -
Integrasi Model AHP dan Modifikasi VIKOR dalam Pemilihan Rute Destinasi
(Universitas Sumatera Utara, 2024)Group decision making with multiple criteria is a frequently used method for rank- ing several alternatives. In this case, all alternatives are compared based on the same criteria. Sometimes, decision makers are faced ... -
Model Optimisasi Pendistribusian Logistik Pasca Bencana Banjir
(Universitas Sumatera Utara, 2024)Logistics planning is critical and a key component in meeting initial emergency needs in the aftermath of a disaster. The rapid and efficient distribution of lo- gistical aid becomes critically important. In such situations, ... -
Analisis Regresi Robust pada Pengukuran Kinerja (Studi Kasus Perumahan Martubung Medan)
(Universitas Sumatera Utara, 2024)Robust regression analysis in measuring housing environmental performance can provide significant benefits. This method can help identify and overcome uncer- tainty in measurement results, so that decisions regarding ... -
Perbandingan Genetic Algorithm (GA) dan Particle Swarm Optimization (PSO) dalam Penentuan Solusi Sistem Persamaan Nonlinier
(Universitas Sumatera Utara, 2024)Systems of nonlinear equations often appear in various fields of science and engi- neering, but their analytical solutions are difficult to find, so numerical methods are needed to solve them. The optimization method is ...
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