DocumentCode :
2989098
Title :
A parameterized arc consistency based constraint propagation algorithm
Author :
Zhang, Yong-Gang ; Gao, Jian ; Li, Zhan-Shan ; Liu, Chun-hui
Author_Institution :
Coll. of Comput. Sci. & Technol., Jilin Univ., Changchun
Volume :
2
fYear :
2008
fDate :
30-31 Aug. 2008
Firstpage :
749
Lastpage :
752
Abstract :
In order to make the constraint algorithm more efficient, the processing of constraint propagation is analyzed, and parameterized description of the arc consistency propagation depth is represented by using variable domain retraction proportion. And then an arc consistency algorithm is proposed whose propagation degree is controllable, the constraint algorithmpsilas efficiency is studied under different parameters. The algorithm is implemented under the platform of ldquoMingyue 1.0rdquo, and the results show that, the key factor that impacts the efficiency of the algorithm is constraint propagation degree, so through adjusting the control parameter, the algorithm can be 3 to 4 times faster.
Keywords :
constraint handling; constraint theory; Mingyue 1.0; arc consistency propagation depth; constraint propagation; constraint satisfaction problem; parameterized description; variable domain retraction proportion; Algorithm design and analysis; Artificial intelligence; Computer science; Educational institutions; Iterative algorithms; Pattern analysis; Pattern recognition; Proportional control; Wavelet analysis; Wavelet domain; Arc consistency; Constraint propagation; Constraint satisfaction problem; Reduction proportion;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Wavelet Analysis and Pattern Recognition, 2008. ICWAPR '08. International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-2238-8
Electronic_ISBN :
978-1-4244-2239-5
Type :
conf
DOI :
10.1109/ICWAPR.2008.4635877
Filename :
4635877
Link To Document :
بازگشت