MachSMT: A Machine Learning-based Algorithm Selector for SMT Solvers

Joseph Scott, Aina Niemetz, Mathias Preiner, Saeed Nejati, Vijay Ganesh. MachSMT: A Machine Learning-based Algorithm Selector for SMT Solvers. In Jan Friso Groote, Kim Guldstrand Larsen, editors, Tools and Algorithms for the Construction and Analysis of Systems - 27th International Conference, TACAS 2021, Held as Part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2021, Luxembourg City, Luxembourg, March 27 - April 1, 2021, Proceedings, Part II. Volume 12652 of Lecture Notes in Computer Science, pages 303-325, Springer, 2021. [doi]

Abstract

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