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2020 IJCAI IJCAI 2020

Variable Elimination in Binary CSPs (Extended Abstract)

We investigate rules which allow variable elimination in binary CSP (constraint satisfaction problem) instances while conserving satisfiability. We propose new rules and compare them, both theoretically and experimentally. We give optimised algorithms to apply these rules and show that each defines a novel tractable class. Using our variable-elimination rules in preprocessing allowed us to solve more benchmark problems than without.

🌉 Interdisciplinary Bridge - Computer Science and Mathematics & Optimization

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