Browsing Bachelor Thesis - Industrial and Systems Engineering by Author "Dao Vu Truong, Son"
Now showing items 1-9 of 9
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Applying Dbscan algorithm for solving capacitated vehicle routing
Ly Huong, Quynh (International University - HCMC, 2019)The capacitated vehicle routing problem (CVRP) is one of the most challenging problems in the optimization of distribution which is used to design least cost delivery routes for a fleet of vehicles from depot to service a ... -
Automated quality inspection using image processing case study dragon fruit
Nguyen Kim, Cuong (International University - HCMC, 2019)Viet Nam is one of the largest dragon fruit exporters in the world. The quality guarantee is a complex task and it plays an important role in product quality assessment. In order to get the quality standard and reduce the ... -
Container code recognition using computer vision and support vector machines
Le Hoang, Long (International University - HCMC, 2019)An automated container-code recognition plays an important role in modern container management system. Many similar techniques have been applied for the automatic license plate recognition (ALPR) system. Compared to the ... -
Design the best-FIT footwear using image processing
Nguyen Thuy, Trang (International University - HCMC, 2019)In footwear, the variance in the sizes and shapes of feet of people poses a big problem for manufacturers to design shoes with enough sizes that match most of the potential customers. After deciding on the style, most ... -
Forecasting cryptocurrency by using machine learning
Tran Tan, Khai (International University - HCMC, 2019)Over the last couple of years, Bitcoin cryptocurrency and the Blockchain technology that forms the basis of Bitcoin have witnessed a flood of attention. In contrast to fiat currencies used worldwide, the Bitcoin distributed ... -
Grey wolf optimization for 0/1 multiple knapsack problem
Truong Kim, Khanh (International University - HCMC, 2019)The 0/1 Multiple Knapsack Problem (01MKP) is the extension of the classical 0/1 Knapsack Problem (01KP), which is the well-known NP-hard problem in combinatorial optimization. In lieu of considering a single knapsack with ... -
A Machine Learning Based Approach For Backorders Prediction - A Study Of Npt E-Commerce Company
Nguyễn Huỳnh Phương, Thảo (2023)NPT is a corporation that specializes in E-commerce cooperation. Their primary lines of business include retail sales and operations, digital marketing, customer service, warehousing, and fulfillment. The company profit ... -
Performance of grey wolf optimization and particle swarm optimization combined with kmeans in capacitated vehicle routing problem
Pham Nguyen Nhu, Ngoc (International University - HCMC, 2019)The Capacitated Vehicle Routing Problem (CVRP) is a combinatorial optimization problem. Because the time and complexity in finding solution grow exponentially with the size in each problem, CVRP is also identified as a ... -
The two-echelon capacitated vehicle routing problem
Nguyen Trong, Khang (International University - HCMC, 2019)The two-echelon capacitated vehicle routing problem (2EVRP) is an extension and variation of the common capacitated vehicle routing problem (CVRP) used for optimizing distribution system by minimizing delivery cost. The ...