Covid-19, the global pandemic, has taught us the importance of contactless delivery service and robotic automation. Using self-driving delivery robots can provide flexibility for on-time deliveries and help better protect both driver and customers by minimizing contact. To this end, this paper introduces a new vehicle routing problem with time windows and delivery robots (VRPTWDR). With the help of delivery robots, considerable operational time savings can be achieved by dispatching robots to serve nearby customers while a driver is also serving a customer. We provide a mathematical model for the VRPTWDR and investigate the challenges and benefits of using delivery robots as assistants for city logistics. A two-stage matheurisitic algorithm is developed to solve medium scale VRPTWDR instances. Finally, results of computational experiments demonstrate the value of self-driving delivery robots in urban areas by highlighting operational limitations on route planning.
机构:
Hanshin Univ, Dept IT Management, 137 Hanshindae Gil, Osan Si 447791, Gyeonggi Do, South KoreaHanshin Univ, Dept IT Management, 137 Hanshindae Gil, Osan Si 447791, Gyeonggi Do, South Korea
Chang, Yong Sik
Lee, Hyun Jung
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机构:
Goyang Res Inst, Dept Econ & Social Res, 60 Taegeuk Ro, Goyang Si, Gyeonggi Do, South KoreaHanshin Univ, Dept IT Management, 137 Hanshindae Gil, Osan Si 447791, Gyeonggi Do, South Korea
机构:
Hanshin Univ, Dept IT Management, 137 Hanshindae Gil, Osan Si 447791, Gyeonggi Do, South KoreaHanshin Univ, Dept IT Management, 137 Hanshindae Gil, Osan Si 447791, Gyeonggi Do, South Korea
Chang, Yong Sik
Lee, Hyun Jung
论文数: 0引用数: 0
h-index: 0
机构:
Goyang Res Inst, Dept Econ & Social Res, 60 Taegeuk Ro, Goyang Si, Gyeonggi Do, South KoreaHanshin Univ, Dept IT Management, 137 Hanshindae Gil, Osan Si 447791, Gyeonggi Do, South Korea