Showing cs.AIShow all
2 papers · 1 filter
cs.AI2018
Correlation Heuristics for Constraint Programming
Ruiwei Wang, Wei Xia, Roland H. C. Yap
Effective general-purpose search strategies are an important component in Constraint Programming. We introduce a new idea, namely, using correlations between variables to guide sea…
cs.AI2018
Learning Robust Search Strategies Using a Bandit-Based Approach
Wei Xia, Roland H. C. Yap
Effective solving of constraint problems often requires choosing good or specific search heuristics. However, choosing or designing a good search heuristic is non-trivial and is of…