Chapter
Jun 29, 2016
Improving the Operational Reliability of Scheduling and Routing for Multi-Type Freight Locomotives
Authors: Shuo Tong, M.S. [email protected], Shaokuan Chen [email protected], Yachen Zhao, M.S. [email protected], Xiangyu Long, M.S. [email protected], and Yun Bai, Ph.D. [email protected]Author Affiliations
Publication: CICTP 2016
Abstract
The emergencies caused by some factors that would interfere with freight locomotives to accomplish train services on time and result in the delay of subsequent train services as well as failures of locomotive scheduling and routing. It is actually necessary to formulate a high-reliable daily working diagrams for locomotives, which can adapt to uncertain environment changes. Through the assumption that the delay time of the trains follows the negative exponential distribution, this paper analyzes the connection reliability of the adjacent train services once a train is delayed. The problem is then transformed into a multiple traveling salesman problem (MTSP) considering some complicated constraints including multi-type locomotives, train services and maintenance tasks, etc. The proposed model aims to minimize the total operational costs of locomotives. The ant colony algorithm is developed to solve the proposed model. A case study is finally given to verify the validity and effectiveness of the proposed model and algorithm.
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© 2016 American Society of Civil Engineers.
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Published online: Jun 29, 2016
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The MOE Key Laboratory for Transportation Complex Systems Theory and Technology, School of Traffic and Transportation, Beijing Jiaotong Univ., Beijing 100044, China. E-mail: [email protected]
Professor, The MOE Key Laboratory for Transportation Complex Systems Theory and Technology, School of Traffic and Transportation, Beijing Jiaotong Univ., Beijing 100044, China. E-mail: [email protected]
The MOE Key Laboratory for Transportation Complex Systems Theory and Technology, School of Traffic and Transportation, Beijing Jiaotong Univ., Beijing 100044, China. E-mail: [email protected]
The MOE Key Laboratory for Transportation Complex Systems Theory and Technology, School of Traffic and Transportation, Beijing Jiaotong Univ., Beijing 100044, China. E-mail: [email protected]
The MOE Key Laboratory for Transportation Complex Systems Theory and Technology, School of Traffic and Transportation, Beijing Jiaotong Univ., Beijing 100044, China. E-mail: [email protected]
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