A new human-based metaheuristic algorithm for solving optimization problems on the base of simulation of driving training process

• Published in: Scientific reports Vol. 12; no. 1; pp. 9924 - 21
• Main Authors: Dehghani, Mohammad, Trojovská, Eva, Trojovský, Pavel
• Format: Journal Article
• Language: English
• Published: London Nature Publishing Group UK 15.06.2022; Nature Publishing Group; Nature Portfolio
• Subjects: 639/166; 639/705; Algorithms; Alternation learning; Automobile Driving; Computer Simulation; Humanities and Social Sciences; Humans; Learning; multidisciplinary; Optimization; Problem Solving; Science; Science (multidisciplinary); Training

In this paper, a new stochastic optimization algorithm is introduced, called Driving Training-Based Optimization (DTBO), which mimics the human activity of driving training. The fundamental inspiration behind the DTBO design is the learning process to drive in the driving school and the training of...