Improving Bit-Blasting for Nonlinear Integer Constraints
Fuqi Jia, Rui Han, Pei Huang, Minghao Liu, Feifei Ma, Jian Zhang
摘要
Nonlinear integer constraints are common and difficult in the verification and analysis of software/hardware. SMT(QF_NIA) generalizes such constraints, which is a boolean combination of nonlinear integer arithmetic constraints. A classical method to solve SMT(QF_NIA) is bit-blasting, which reduces them to boolean satisfiability problems. Currently, the existing pure bit-blasting based solvers are noncompetitive with other state-of-the-art SMT solvers. The bit-blasting based methods have some problems: First, the bit-blasting method is hampered by nonlinear multiplication operations; second, it sometimes does not search in a proper search space; and third, it contains some redundancy.
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