Title :
A new bidirectional ARC consistency algorithm
Author :
Liu, Chun-hui ; Zhu, Xing-Jun ; Zhang, Yong-Gang ; Sun, Ji-gui
Author_Institution :
Coll. of Comput. Sci. & Technol., Jilin Univ., Changchun
Abstract :
Arc consistency techniques have played an important role in constraint solving area. The paper presents a new bidirectional singleton arc consistency algorithm based on constraint networks, called BiSAC-2, and gives its correctness and completeness proof. BiSAC-2 shares the same simplification ability with BiSAC-1, furthermore, it decreases the times of keeping arc consistency. Namely, it avoids the redundant constraint propagation, and steadies more quickly than BiSAC-1.Finally the experiments on random constraint satisfaction problems show that BiSAC-2 has remarkable advantage over BiSAC-1 in performance.
Keywords :
constraint handling; constraint theory; data integrity; program verification; BiSAC-2; bidirectional singleton arc consistency algorithm; completeness proof; constraint networks; random constraint satisfaction problems; redundant constraint propagation; Algorithm design and analysis; Artificial intelligence; Computer science; Cybernetics; Educational institutions; Filtering; Machine learning; Machine learning algorithms; Space technology; Sun; Arc consistency; Bidirectional arc consistency; Constraint satisfaction problem;
Conference_Titel :
Machine Learning and Cybernetics, 2008 International Conference on
Conference_Location :
Kunming
Print_ISBN :
978-1-4244-2095-7
Electronic_ISBN :
978-1-4244-2096-4
DOI :
10.1109/ICMLC.2008.4620395