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All Journal International Journal of Electrical and Computer Engineering
Thittaporn Ganokratanaa
King Mongkut’s University of Technology Thonburi
Computer Science & IT Electrical & Electronics Engineering

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A transportation scheduling management system using decision tree and iterated local search techniques Thittaporn Ganokratanaa; Mahasak Ketcham
International Journal of Electrical and Computer Engineering (IJECE) Vol 13, No 3: June 2023
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/ijece.v13i3.pp2899-2907

Abstract

This paper aimed to develop a delivery truck scheduling management system using a decision tree to support decision-making in selecting a delivery truck. First-in-first-out (FIFO) and decision tree techniques were applied to prioritize loading doors for delivery trucks with the use of iterated local search (ILS) in recommending the route for the transport of goods. Besides, an arrangement of loading doors can be assigned to the door that meets the specified conditions. The experimental results showed that the system was able to assign the job to a delivery truck under the specified conditions that were close to the actual operation at a similarity of 0.80. In addition, the application of ILS suggested the route of the food delivery truck in planning the most effective transportation route with the best total distance.
Co-Authors Mahasak Ketcham