An Artificial Immune Algorithm for Vehicle Routing Problems with Clustered Backhauls in Airport Shuttle Service

論文翻譯標題: 應用人工免疫演算法求解集群路線車輛規劃問題-以機場接送服務為例
  • 吳 達彥

學生論文: Master's Thesis


According to the statistics of the Ministry of Transportation and Communications the total number of airport passengers were 35 million persons and 45 million persons in 2008 and 2013 respectively it increased by 28 % in the past five years With the rapid growth of the airport passengers airport rideshare shuttle service provided a punctual convenient and comfortable airport shuttle service for airport passengers Well-planned vehicle routing and scheduling for airport shuttle service can improve service efficiency and save total costs How to design a suitable vehicle routing and schedule plan is an important issue for airport shuttle service problems This study formulates a Vehicle Routing Problems with Clustered Backhauls and Time Windows (VRPCB-TW) Problem for airport shuttle service toward the objective of minimizing the total cost including fix start-up costs and operation cost The artificial immune algorithm is designed to solve the VRPCB-TW under a given demand DynaTAIWAN the traffic simulation software is uesd to simulate traffic flows in the simplifed real network of Kaohsiung city and Kaohsiung International Airport Three scenarios are developed to discuss the airport shuttle The results illustrates that the smaller capacity of vehicles the wider length of time windows or the bigger amount of demand occurs more total operational
獎項日期2014 8月 26
監督員Ta-Yin Hu (Supervisor)