DocumentCode :
530483
Title :
Key value ordering heuristic for solving algorithm based on the AC-4 algorithm
Author :
Li, Zhan-Shan ; Du, Hui-Ying ; Shen, Hai-Jiao ; Wang, Zi-Wen
Author_Institution :
Sch. of Comput. Sci. & Technol., Jilin Univ., Changchun, China
Volume :
1
fYear :
2010
fDate :
24-26 Aug. 2010
Firstpage :
6
Lastpage :
9
Abstract :
We have studied the AC-4 algorithm and then present key value ordering heuristic forming the new solving algorithm BT-KVV, which is based on the AC-4 algorithm. This algorithm takes full advantage of the state information of the data structure used in the AC-4 algorithm after the process of arc consistency. The algorithm sorts the values of the variables´ domain according to the key importance of the values. So this order forces the solving algorithm to give priority to extend the key values of variables. In this way, the efficiency of the solving algorithm can be improved a lot. The result of our experiments shows that our algorithm has much more advantage over other solving algorithms.
Keywords :
computational complexity; constraint theory; data structures; operations research; AC-4 algorithm; BT-KVV solving algorithm; NP-hard problem; arc consistency; constraint satisfaction problems; data structure; key value ordering heuristic; state information; AC-4; arc consistency; key value; solving algorithm; value ordering heuristic;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer, Mechatronics, Control and Electronic Engineering (CMCE), 2010 International Conference on
Conference_Location :
Changchun
Print_ISBN :
978-1-4244-7957-3
Type :
conf
DOI :
10.1109/CMCE.2010.5609655
Filename :
5609655
Link To Document :
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