Journal of Engineering and Scientific Research (JESR)
Vol 1, No 2 (2019)

DESIGNING MODEL FOR TRUCK ASSIGNMENT PROBLEM IN BEEF DELIVERY USING DBSCAN ALGORITHM

Paduloh, Taufik Djatna, Muslich, Sukardi, Paduloh (Unknown)



Article Info

Publish Date
10 Apr 2020

Abstract

In beef route delivery, many logistics companies have problems in making delivery plans correctly. Most logistics companies have a limited number of trucks, but there are shipping schedules, locations and volumes of demand is not fixed, in addition to returning products with various reasons that must be collected. Therefore the purpose of this study is to assign trucks to fulfill all beef delivery activities at a minimum cost. One reason for research on truck assignments in beef delivery is the high cost of shipping because it uses cold chains. This study uses the DBSCAN method to obtain density values based on customer distance to the central warehouse and the number of delivery requests, the data used in this study is the data of product delivery to customers for 6 months. Clustering research results using DBSCAN show the maximum values for epsilon 0.7 and Minpoints 2 are 3 clusters with 6 noises. with these results divided of trucks based on clusters is 2 trucks for the area of Banten, 7 trucks for the area of Jakarta, Bogor, and Bekasi, 2 trucks for Malang, and Surabaya. And 1 truck for the Bali area and noise or non-permanent delivery. Keywords: Truck assignment, DBSCAN, algorithm, beef delivery.

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Journal Info

Abbrev

ojs

Publisher

Subject

Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Engineering Industrial & Manufacturing Engineering

Description

The focus and scopes of JESR is on but not limited to Mechanical Engineering and Material Sciences, Chemical and Environmental, Industrial and Manufacturing Engineering, Computer and Information Technology, Electrical and Telecommunication, Civil and Geodetic Engineering, Architecture and Urban ...