Computer Science Department
School of Computer Science, Carnegie Mellon University
Efficient Craig Interpolation for Linear Diophantine
Himanshu Jain, Edmund M. Clarke, Orna Grumberg*
The use of Craig interpolants has enabled the development of powerful hardware and software model checking techniques. Efficient algorithms are known for computing interpolants in rational and real linear arithmetic. We focus on subsets of integer linear arithmetic. Our main results are polynomial time algorithms for obtaining proofs of unsatisfiability and interpolants for conjunctions of linear diophantine equations, linear modular equations (linear congruences), and linear diophantine disequations. We show the utility of the proposed interpolation algorithms for discovering modular/divisibility predicates in a counterexample guided abstraction refinement (CEGAR) framework. This has enabled verification of simple programs that cannot be checked using existing CEGAR based model checkers.
*Department of Computer Science, Technion-Israel Institute of Technology