研究者情報 | 神奈川大学

リ　カセイ Ri Kasei 李　嘉誠所属神奈川大学情報学部システム数理学科職種助教
言語種別	英語
発行・発表の年月	2018/10
形態種別	学術雑誌
査読	査読あり
標題	Optimization of Vehicle Routing Problem with Fatigue Driving Based on Genetic Algorithm
執筆形態	共著
掲載誌名	Proc. of 2018 Research in Adaptive and Convergent Systems
掲載区分	国外
出版社・発行元	ACM
著者・共著者	Jiacheng Li and Lei Li
概要	In order to better solve the logistics distribution problems and improve customer satisfaction, aiming at minimizing total cost, the author adds a variable that restricts drivers' fatigue driving in the model, and builds a model of route optimization based on heterogeneous vehicles, so as to design a single-parent genetic algorithm for this model, and validates the algorithm by the delivery case of Japan Takkyubin Corporation. The numerical results of the example show that the logistics distribution route optimization scheme based on the single-parent genetic algorithm can meet the customer's cargo and time requirements, and can reduce vehicle use costs, save early or late penalty costs, and improve the company's economic interests. This study provides new solution ideas for improving delivery issues.