Design, development and performance optimization of a new artificial intelligent controlled multiple-beam optical scanning module

• Main Authors: Koh J.S.P., Aris I.B., Ramachandaramurthy V.K., Bashi S.M., Marhaban M.H.
• Other Authors: 22951210700
• Format: Article
• Published: 2023
• Subjects: Genetic algorithm; Multiple-head optical scanner; Artificial intelligence; Laser recording; Motion planning; Optimization; Scanning; Artificial intelligent; Comparison result; Crossover operator; Evolutionary approach; Optical scanners; Optical scanning systems; Performance optimizations; Reasoning process; Genetic algorithms
• Institution: Universiti Tenaga Nasional

This research presents a new approach to optimise the performance of a multiple-beam optical scanning system in terms of its marking combinations and speed, using Genetic Algorithm (GA). The problem has been decomposed into two sub problems; task segregation, where the marking tasks need to be segre...