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CP
2006
Springer
15 years 7 months ago
An Extension of Complexity Bounds and Dynamic Heuristics for Tree-Decompositions of CSP
This paper deals with methods exploiting tree-decomposition approaches for solving constraint networks. We consider here the practical efficiency of these approaches by defining fi...
Philippe Jégou, Samba Ndiaye, Cyril Terriou...
CP
2006
Springer
15 years 7 months ago
Adaptive Clause Weight Redistribution
In recent years, dynamic local search (DLS) clause weighting algorithms have emerged as the local search state-of-the-art for solving propositional satisfiability problems. However...
Abdelraouf Ishtaiwi, John Thornton, Anbulagan, Abd...
CP
2006
Springer
15 years 7 months ago
Performance Prediction and Automated Tuning of Randomized and Parametric Algorithms
Abstract. Machine learning can be utilized to build models that predict the runtime of search algorithms for hard combinatorial problems. Such empirical hardness models have previo...
Frank Hutter, Youssef Hamadi, Holger H. Hoos, Kevi...
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CP
2006
Springer
15 years 7 months ago
Heavy-Tailed Runtime Distributions: Heuristics, Models and Optimal Refutations
Tudor Hulubei, Barry O'Sullivan
CP
2006
Springer
15 years 7 months ago
Failure Analysis in Backtrack Search for Constraint Satisfaction
Abstract. Researchers have focused on assessing the quality of search algorithms by measuring effort, number of mistakes, runtime distributions and other characteristics. In this p...
Tudor Hulubei, Barry O'Sullivan