Title :
Heuristic Algorithm for Fixed Job Scheduling Problem
Author :
Xu, Jie ; Sun, Hong ; Yang, Wei
Author_Institution :
Beijing Jlaotong Univ., Beijing
Abstract :
In view of the characteristics of the fixed job scheduling problem, by establishing the sequential network model among work pieces the fixed job scheduling is converted into the optimal directed path decomposition problem, and the minimal path assignment cost of the sequential network model is the optimization objective. Then a heuristic algorithm based on the simulated annealing is presented, and applied to simulate the airline aircraft dispatching problem. The result indicates that the algorithm can deal with the generally fixed job scheduling problem, whose computation complexity is O (M (m3+mn)).
Keywords :
computational complexity; directed graphs; goods distribution; job shop scheduling; minimisation; network theory (graphs); simulated annealing; transportation; travel industry; airline aircraft dispatching problem; computational complexity; fixed job scheduling problem; heuristic algorithm; minimal path assignment cost; optimal directed path decomposition problem; sequential network model; simulated annealing; Aerospace safety; Computational modeling; Cost function; Electronic mail; Heuristic algorithms; Occupational safety; Railway safety; Scheduling algorithm; Simulated annealing; Traffic control;
Conference_Titel :
Natural Computation, 2007. ICNC 2007. Third International Conference on
Conference_Location :
Haikou
Print_ISBN :
978-0-7695-2875-5
DOI :
10.1109/ICNC.2007.414