Optimization of vehicle classification model using genetic algorithm

• Main Authors: Cero, Cyril Dale L., Sybingco, Edwin, Brillantes, Allysa Kate M., Amon, Mari Christine E., Puno, John Carlo V., Billones, Robert Kerwin C., Dadios, Elmer P., Bandala, Argel A.
• Format: text
• Published: Animo Repository 2019
• Subjects: Vehicles—Classification; Genetic algorithms; Neural networks (Computer science); Electrical and Computer Engineering
• Online Access: https://animorepository.dlsu.edu.ph/faculty_research/3015
• Institution: De La Salle University

This paper focuses on classifying vehicle types into car, van, motorcycle, bus, light truck, multi-axle truck and determine its class based on the Philippine Toll Regulatory Board's vehicle classification. This study utilized DEvol, an open-source tool that uses genetic algorithm for evolving n...