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Dissertations / Theses on the topic 'Logistics Clustering'

Author: Grafiati

Published: 2 June 2025

Last updated: 31 July 2025

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1

Tejaswi, Nunna. "Performance Analysis on Hybrid and ExactMethods for Solving Clustered VRP : A Comparative Study on VRP Algorithms." Thesis, Blekinge Tekniska Högskola, Institutionen för datalogi och datorsystemteknik, 2017. http://urn.kb.se/resolve?urn=urn:nbn:se:bth-14112.

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Context: The Vehicle Routing Problem is an NP-hard problem with a combination of varieties oftopics like logistics, optimization research and data mining. There is a vast need of vehicle routingsolutions in day to day like with different constraints. According to the requirements, this problem hasbeen a field of interest to a lot of researchers who incorporate scientific methods to combine andinnovate new solutions to optimize the routing. Being an np-hard problem, it is almost impossible tocompute the solutions to optimality but years of research on this area has paid off quite significantlya

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2

Alshaer, Mohammad. "An Efficient Framework for Processing and Analyzing Unstructured Text to Discover Delivery Delay and Optimization of Route Planning in Realtime." Thesis, Lyon, 2019. http://www.theses.fr/2019LYSE1105/document.

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L'Internet des objets, ou IdO (en anglais Internet of Things, ou IoT) conduit à un changement de paradigme du secteur de la logistique. L'avènement de l'IoT a modifié l'écosystème de la gestion des services logistiques. Les fournisseurs de services logistiques utilisent aujourd'hui des technologies de capteurs telles que le GPS ou la télémétrie pour collecter des données en temps réel pendant la livraison. La collecte en temps réel des données permet aux fournisseurs de services de suivre et de gérer efficacement leur processus d'expédition. Le principal avantage de la collecte de données en t

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3

Ayanoglu, Cemal Can. "A Location Routing Problem For The Municipal Solid Waste Management System." Master's thesis, METU, 2007. http://etd.lib.metu.edu.tr/upload/2/12608230/index.pdf.

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This study deals with a municipal solid waste management system in which the strategic and tactical decisions are addressed simultaneously. In the system, the number and locations of the transfer facilities which serve to the particular solid waste pick-up points and the landfill are determined. Additionally, routing plans are constructed for the vehicles which collect the solid waste from the pick-up points by regarding the load capacity of the vehicles and shift time restrictions. We formulate this reverse logistics system as a location-routing problem with two facility layers. Mathematical

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4

Cebecauer, Matej. "Short-Term Traffic Prediction in Large-Scale Urban Networks." Licentiate thesis, KTH, Transportplanering, 2019. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-250650.

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City-wide travel time prediction in real-time is an important enabler for efficient use of the road network. It can be used in traveler information to enable more efficient routing of individual vehicles as well as decision support for traffic management applications such as directed information campaigns or incident management. 3D speed maps have been shown to be a promising methodology for revealing day-to-day regularities of city-level travel times and possibly also for short-term prediction. In this paper, we aim to further evaluate and benchmark the use of 3D speed maps for short-term tra

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5

Takebayashi, Fabiana. "Um modelo de localização-roteirização de instalações de transferência para distribuição de carga urbana baseado no método de cluster-first route-second." Universidade de São Paulo, 2014. http://www.teses.usp.br/teses/disponiveis/3/3148/tde-16112015-113249/.

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O trabalho apresenta o desenvolvimento e a aplicação de um modelo de localização de centros intermediários de consolidação e redistribuição de cargas em um ambiente urbano brasileiro. O método integra o TransCAD e o OpenSolver e é aplicado à cidade de Curitiba, uma das dez mais populosas do Brasil. O método proposto é caracterizado como um modelo de localização-roteirização baseado em agrupamento e subsequente roteirização, identificado na literatura por cluster-first routesecond; a adoção deste ordenamento permite tratar o problema para o atendimento de muitos estabelecimentos, como os até 65

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6

Castellani, Marta. "Gestione operativa della logistica distributiva mediante tecniche di clustering e vehicle routing: la piattaforma software LOG-OPTIMIZER." Master's thesis, Alma Mater Studiorum - Università di Bologna, 2010. http://amslaurea.unibo.it/1008/.

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7

Granov, Anida. "Customer loyalty, return and churn prediction through machine learning methods : for a Swedish fashion and e-commerce company." Thesis, Umeå universitet, Institutionen för matematik och matematisk statistik, 2021. http://urn.kb.se/resolve?urn=urn:nbn:se:umu:diva-184709.

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The analysis of gaining, retaining and maintaining customer trust is a highly topical issue in the e-commerce industry to mitigate the challenges of increased competition and volatile customer relationships as an effect of the increasing use of the internet to purchase goods. This study is conducted at the Swedish online fashion retailer NA-KD with the aim of gaining better insight into customer behavior that determines purchases, returns and churn. Therefore, the objectives for this study are to identify the group of loyal customers as well as construct models to predict customer loyalty, fre

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Faraj, Dina. "Using Machine Learning for Predictive Maintenance in Modern Ground-Based Radar Systems." Thesis, KTH, Matematisk statistik, 2021. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-299634.

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Military systems are often part of critical operations where unplanned downtime should be avoided at all costs. Using modern machine learning algorithms it could be possible to predict when, where, and at what time a fault is likely to occur which enables time for ordering replacement parts and scheduling maintenance. This thesis is a proof of concept study for anomaly detection in monitoring data, i.e., sensor data from a ground based radar system as an initial experiment to showcase predictive maintenance. The data in this thesis was generated by a Giraffe 4A during normal operation, i.e., n

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9

Raschke, Falk Werner. "Regionale Wettbewerbsvorteile : Identifikation, Analyse und Management von Clustern am Beispiel der Logistik im Rhein-Main-Gebiet /." Wiesbaden : Gabler, 2009. http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&doc_number=017626076&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA.

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10

Raschke, Falk Werner. "Regionale Wettbewerbsvorteile Identifikation, Analyse und Management von Clustern am Beispiel der Logistik im Rhein-Main-Gebiet." Wiesbaden Gabler, 2008. http://d-nb.info/993522378/04.

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11

Byrne, Evan. "Inference in Generalized Linear Models with Applications." The Ohio State University, 2019. http://rave.ohiolink.edu/etdc/view?acc_num=osu1555152640361367.

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12

Akula, Venkata Ganesh Ashish. "Implementation of Advanced Analytics on Customer Satisfaction Process in Comparison to Traditional Data Analytics." University of Akron / OhioLINK, 2019. http://rave.ohiolink.edu/etdc/view?acc_num=akron1555612496986004.

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13

Jones, Willie Brad. "Exploring a combined quantitative and qualitative research approach in developing a culturally competent dietary behavior assessment instrument." Diss., Atlanta, Ga. : Georgia Institute of Technology, 2009. http://hdl.handle.net/1853/29718.

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Thesis (Ph.D)--Industrial and Systems Engineering, Georgia Institute of Technology, 2009.<br>Committee Chair: Vidakovic, Branislav; Committee Member: Edwards, Paula; Committee Member: Griffin, Paul; Committee Member: Grinter, Rebecca; Committee Member: Mullis, Rebecca. Part of the SMARTech Electronic Thesis and Dissertation Collection.

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14

Кобиляшний, Олексій Геннадійович. "Обробка вихідних сигналів акселерометра за допомогою нейронних мереж". Bachelor's thesis, КПІ ім. Ігоря Сікорського, 2020. https://ela.kpi.ua/handle/123456789/34544.

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Дипломну роботу виконано на 63 аркушах, вона містить перелік посилань на використані джерела з 32 найменувань. У роботі наведено 25 рисунків та 8 таблиць. Метою даної дипломної роботи є перевірка доцільності використання нейронних мереж для обробки вихідних сигналів акселерометру. У дипломній роботі розглядається актуальність задачі розпізнавання типів фізичної активності людини. В якості основного джерела отримання інформації використовується акселерометр. У роботі наведені теоретичні відомості про акселерометр, його фізичний принцип роботи, а також проведено огляд основних технологій вигото

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Zambrano, Martínez Jorge Luis. "Efficient Traffic Management in Urban Environments." Doctoral thesis, Universitat Politècnica de València, 2019. http://hdl.handle.net/10251/129865.

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[ES] En la actualidad, uno de los principales desafíos a los que se enfrentan las grandes áreas metropolitanas es la congestión provocada por el tráfico, la cual se ha convertido en un problema importante al que se enfrentan las autoridades de cada ciudad. Para abordar este problema es necesario implementar una solución eficiente para controlar el tráfico que genere beneficios para los ciudadanos, como reducir los tiempos de viaje de los vehículos y, en consecuencia, el consumo de combustible, el ruido, y la contaminación ambiental. De hecho, al analizar adecuadamente la demanda de tráfico, es

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16

Chen, Carla Chia-Ming. "Bayesian methodology for genetics of complex diseases." Thesis, Queensland University of Technology, 2010. https://eprints.qut.edu.au/43357/1/Carla_Chen_Thesis.pdf.

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Genetic research of complex diseases is a challenging, but exciting, area of research. The early development of the research was limited, however, until the completion of the Human Genome and HapMap projects, along with the reduction in the cost of genotyping, which paves the way for understanding the genetic composition of complex diseases. In this thesis, we focus on the statistical methods for two aspects of genetic research: phenotype definition for diseases with complex etiology and methods for identifying potentially associated Single Nucleotide Polymorphisms (SNPs) and SNP-SNP interacti

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17

Tsai, Ming-Ying, and 蔡明穎. "Applying Fuzzy Clustering Approach to Analyze Logistics Industrial Clustering in Taiwan." Thesis, 2011. http://ndltd.ncl.edu.tw/handle/20340962576099474021.

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碩士<br>淡江大學<br>運輸管理學系碩士班<br>99<br>Industrial clusters are geographic concentrations of interconnected firms, specialized suppliers, service providers, and associated institutions in a particular field that are present in a nation or region. Industrial clusters arise because they increase the productivity with which firms can compete. In the recent years, industrial clustering have received considerable attention from economists and industrial analysts, since industrial clustering is seen as the main reason for economic growth, national competitiveness, and success of certain economic region. Ho

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18

Yang, Chai-hao, and 楊家豪. "A Study of Demand-Oriented Logistics Using Fuzzy Clustering Technology." Thesis, 2006. http://ndltd.ncl.edu.tw/handle/98171234211152586078.

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碩士<br>朝陽科技大學<br>資訊管理系碩士班<br>94<br>Commercial Vehicle Operations (CVO), one of the major Intelligent Transportation Systems (ITS) program, aims at applying advanced technologies to commercial vehicle operations. Vehicle Routing Problem with Time Windows (VRPTW) is an important aspect of CVO and logistical distribution problems. Due to the growing complexity of customer demand attributes, the logistical distribution operations must consider not only the time windows and customer locations but also the other demand attributes such as service, quality, and delivery conditions. This research focuse

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19

Huang, Ya-Lee, and 黃雅莉. "Automobile Manufacturing Logistics Service Management in Customer Preference Analysis - Using Clustering Method." Thesis, 2009. http://ndltd.ncl.edu.tw/handle/83903669097146315693.

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碩士<br>國立清華大學<br>工業工程與工程管理學系<br>97<br>Taiwan automobile industry has been influenced financial crisis, which caused the vehicle productivity and profit earing to decrease year after year. Therefore Taiwan automobile industry has been facing the unprecedented challenge. However the automobile 3PLs take on the automobile production and marketing physical distribution a quite important link, also deeply are affected. Thus the automobile logistics entrepreneur will aim at distinctive coustomer segments to better provide more customized logistics services category positively, strengthen the 3PL's ma

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20

Hsieh, Yi-Cheng, and 謝易澄. "Integrating Classification and Clustering Techniques for Customer Churn Prediction in Logistics Industry." Thesis, 2013. http://ndltd.ncl.edu.tw/handle/hgm73r.

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碩士<br>國立中正大學<br>資訊管理學系暨研究所<br>101<br>Customer value and churn has always been the most important issue of concern to enterprise, in the logistics industry as well. In recent years, with the rise of the Internet, the rise of consumer awareness, coupled with horizontal competition in the market, making the life cycle of the customer becomes more short-term than in the past. How to establish long-term cooperative relationship with valuable customers, is the key to stability in today's competitive market. For businesses, it is important to establish a stable partnership with customers, but the cos

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21

Silva, Marta Isabel Correia da. "Criação de clusters dos clientes de uma empresa de logística e distribuição alimentar recorrendo ao self-organizing map : influência da criação de clusters em toda a cadeia de supply chain." Master's thesis, 2019. http://hdl.handle.net/10362/68862.

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Project Work presented as the partial requirement for obtaining a Master's degree in Information Management, specialization in Knowledge Management and Business Intelligence<br>O aumento do tamanho e da dimensionalidade dos repositórios de dados, obriga a que as empresas se adaptem às novas tecnologias e criem novas formas de análise de dados. O clustering é uma das formas mais importantes e provavelmente mais popular de análise de dados. Ao longo deste projeto o clustering será explorado recorrendo ao Self-Organizing Map. Este trabalho irá debruçar-se essencialmente na criação dos clusters d

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22

Romeiro, Sofia Marques. "Caracterização dos clientes devedores nas telecomunicações móveis em Portugal: aplicações de data mining a uma base de dados do setor." Master's thesis, 2013. http://hdl.handle.net/10071/6887.

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Projeto<br>Num cenário de saturação do mercado, forte competitividade e sob um contexto económico-social difícil, o setor das telecomunicações tem verificado um aumento da dívida dos seus clientes, com impacto nos resultados dos operadores. Este estudo com carácter inovador consiste na análise de clientes pós-pagos de uma empresa de telecomunicações móveis a operar em Portugal, com os objetivos de caracterizar os clientes devedores, predizer as variáveis de incumprimento e propor um modelo de previsão de devedores, aplicado à realidade da empresa. Os principais desafios consistiram na existê

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23

Chekouo, Tekougang Thierry. "Modélisation des bi-grappes et sélection des variables pour des données de grande dimension : application aux données d’expression génétique." Thèse, 2012. http://hdl.handle.net/1866/8946.

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Le regroupement des données est une méthode classique pour analyser les matrices d'expression génétiques. Lorsque le regroupement est appliqué sur les lignes (gènes), chaque colonne (conditions expérimentales) appartient à toutes les grappes obtenues. Cependant, il est souvent observé que des sous-groupes de gènes sont seulement co-régulés (i.e. avec les expressions similaires) sous un sous-groupe de conditions. Ainsi, les techniques de bi-regroupement ont été proposées pour révéler ces sous-matrices des gènes et conditions. Un bi-regroupement est donc un regroupement simultané des lignes e

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