Title :
Backjump-based techniques versus conflict-directed heuristics
Author :
Lecoutre, Christophe ; Boussemart, Frédéric ; Hemery, Fred
Author_Institution :
CRIL, CNRS, Lens, France
Abstract :
We present a general algorithm which gives a uniform view of several state-of-the-art systematic backtracking search algorithms for solving both binary and nonbinary CSP instances. More precisely, this algorithm integrates the most usual or/and sophisticated look-back and look-ahead schemes. By means of this algorithm, our purpose is then to study the interest of backjump-based techniques with respect to conflict-directed variable ordering heuristics.
Keywords :
backtracking; computational complexity; constraint theory; heuristic programming; problem solving; backjump-based techniques; computational complexity; conflict-directed heuristics; constraint satisfaction problem; look-ahead algorithm; look-back algorithm; problem solving; systematic backtracking search algorithm; Artificial intelligence; Constraint theory; Lenses;
Conference_Titel :
Tools with Artificial Intelligence, 2004. ICTAI 2004. 16th IEEE International Conference on
Print_ISBN :
0-7695-2236-X
DOI :
10.1109/ICTAI.2004.37