DocumentCode :
478596
Title :
Performing A* Search for Yard Crane Dispatching in Container Terminals
Author :
Guo, Xi ; Huang, Shell Ying
Author_Institution :
Sch. of Comput. Eng., Nanyang Technol. Univ., Singapore
Volume :
1
fYear :
2008
fDate :
3-5 Nov. 2008
Firstpage :
263
Lastpage :
267
Abstract :
We address the problem of dispatching a yard crane in its appointed zone of a container terminal. The objective of yard crane dispatching is to determine a sequence for handling all coming jobs within the zone that minimizes the average vehicle waiting time. We propose 2 modified A* search algorithms with admissible heuristics to provide fast and optimal dispatching solution. Simulation results show that the algorithm using the improved heuristic is able to find the optimal solution over 2.4 times 1018 possible dispatching sequences in about 3 to 4 seconds under heavy work load.
Keywords :
cranes; dispatching; search problems; A* search; average vehicle waiting time; container terminals; yard crane dispatching; Artificial intelligence; Containers; Cranes; Delay; Dispatching; Dynamic programming; Heuristic algorithms; Linear programming; Partitioning algorithms; Vehicle driving; algorithms; container terminal operations; heuristics; optimization;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Tools with Artificial Intelligence, 2008. ICTAI '08. 20th IEEE International Conference on
Conference_Location :
Dayton, OH
ISSN :
1082-3409
Print_ISBN :
978-0-7695-3440-4
Type :
conf
DOI :
10.1109/ICTAI.2008.77
Filename :
4669699
Link To Document :
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