CAREER: From Neural Network Verification to General SMT Solving: A New Framework for Solving SMT over Non-linear Real Arithmetic
Description preview
Satisfiability Modulo Theories (SMT) problems are akin to mathematical puzzles: given a mix of equations and logical rules, an SMT solver determines whether there exists an assignment of variables that satisfies everything at once. SMT solving underpins high-stakes assurance tasks: for example, proving that a self-driving car cannot steer into an…
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