DocumentCode :
2478279
Title :
Value Ordering Heuristic for Solving Algorithm Based on the AC-4 Algorithm
Author :
Li, Zhan-Shan ; Du, Hui-Ying ; Xing, Shi-mei ; Meng, Fan-Wei
Author_Institution :
Sch. of Comput. Sci. & Technol., Jilin Univ., Changchun, China
fYear :
2010
fDate :
22-23 May 2010
Firstpage :
1
Lastpage :
4
Abstract :
We have studied the AC-4 algorithm and then present value ordering heuristic for solving algorithm BT-MSV which is based on the AC-4 algorithm. This algorithm takes full advantage of supported information which is recorded in the data structure of the AC-4 algorithm during the process of arc consistency. The algorithm sorts the value of the variables´ domain according to the supported information. So this order enforces the algorithm to extend the values of variables which have more support. In this way, the efficiency of the algorithm can be improved. The result of our experiments shows that our algorithm has much more advantage over other solving algorithms.
Keywords :
backtracking; constraint handling; constraint theory; data structures; AC-4 algorithm; algorithm BT-MSV solving; backtracking algorithm; constraint satisfaction problems; data structure; value ordering heuristic; variable domain; Computer science; Computer science education; Costs; Counting circuits; Data structures; Hardware; Heuristic algorithms; Knowledge engineering; Laboratories; Space technology;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Systems and Applications (ISA), 2010 2nd International Workshop on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-5872-1
Electronic_ISBN :
978-1-4244-5874-5
Type :
conf
DOI :
10.1109/IWISA.2010.5473285
Filename :
5473285
Link To Document :
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