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