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Z3-Noodler: An Automata-based String Solver

Yu‐Fang Chen, David Chocholatý, Vojtěch Havlena, Lukáš Holík, Ondřej Lengál, Juraj Síč

2024Lecture notes in computer science13 citationsDOIOpen Access PDF

Abstract

Abstract Z3-Noodler is a fork of Z3 that replaces its string theory solver with a custom solver implementing the recently introduced stabilization-based algorithm for solving word equations with regular constraints. An extensive experimental evaluation shows that Z3-Noodler is a fully-fledged solver that can compete with state-of-the-art solvers, surpassing them by far on many benchmarks. Moreover, it is often complementary to other solvers, making it a suitable choice as a candidate to a solver portfolio.

Topics & Concepts

Computer scienceString (physics)AutomatonSolverTheoretical computer scienceAlgorithmProgramming languagePhysicsTheoretical physicsSoftware Testing and Debugging TechniquesWeb Application Security VulnerabilitiesAdvanced Malware Detection Techniques