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Tackling the Partner Units Configuration Problem

Markus Aschinger‚ Conrad Drescher‚ Georg Gottlob‚ Peter Jeavons and Evgenij Thorstensen

Abstract

The Partner Units Problem is a specific type of configuration problem with important applications in the area of surveillance and security. In this work we show that a special case of the problem, that is of great interest to our partners in industry, can directly be tackled via a structural problem decompostion method. Combining these theoretical insights with general purpose AI techniques such as constraint satisfaction and SAT solving proves to be particularly effective in practice.

Address
Barcelona‚ Spain
Book Title
Proceedings of the 22nd International Joint Conference on Artificial Intelligence (IJCAI 2011)
Year
2011