Title :
Cycle detection in repair-based railway scheduling system
Author :
Chiang, Te-Wei ; Hau, Hai-Yen
Author_Institution :
Dept. of Electr. Eng., Nat. Taiwan Univ., Taipei, Taiwan
Abstract :
Proposes an approach for railway scheduling based on iterative repair, a technique that starts with a complete but possibly flawed schedule and searches through the space of possible repairs. The search is guided by an earliest-conflict-first heuristic that attempts to repair the earliest constraint violation while minimizing the value of objective function. Since cycles may exist among a sequence of repairs during the repair process, a cycle detection and resolution scheme is proposed to prevent infinite loops. Experimental results show that the efficiency of the repair algorithm improves significantly when cycle detection is incorporated
Keywords :
maintenance engineering; minimisation; railways; resource allocation; scheduling; search problems; cycle detection; earliest constraint violation; earliest-conflict-first heuristic; iterative repair; repair-based railway scheduling system; Artificial intelligence; Costs; Debugging; Dispatching; History; Iterative methods; Rail transportation; Resource management; Scheduling algorithm; Time factors;
Conference_Titel :
Robotics and Automation, 1996. Proceedings., 1996 IEEE International Conference on
Conference_Location :
Minneapolis, MN
Print_ISBN :
0-7803-2988-0
DOI :
10.1109/ROBOT.1996.506541