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Global Constraints in Distributed CSP: Concurrent GAC and Explanations in ABT

Publication Type: 
Refereed Conference Meeting Proceeding
Abstract: 
The expressiveness of Distributed CSP has been recently enhanced to include global constraints. Careful reformulation of contractible global constraints has been shown to improve efficiency. In this paper, we first show that explained global constraints further improves the efficiency in distributed problems, sometimes by over two orders of magnitude. We then propose maintaining GAC concurrently for any global constraint, without reformulation. We show empirically that concurrent GAC significantly reduces both message passing and computation time, achieving an order of magnitude improvement on some distributed meeting scheduling problems.
Conference Name: 
CP'2014
Proceedings: 
The 20th International Conference on Principles and Practice of Constraint Programming (CP'2014)
Digital Object Identifer (DOI): 
-
Publication Date: 
08/09/2014
Conference Location: 
France
Institution: 
National University of Ireland, Cork (UCC)
Open access repository: 
No
Publication document: