ITE-PBA: A Framework for SMT Solving with If-Then-Else Terms Control Flow and Parallel Branching Assignment in Formal Verification

Formal verification has become increasingly challenging as integrated circuits continue to grow in complexity. This approach translates hardware description languages into Satisfiability Modulo Theories (SMT) formulas and employs existing SMT solvers for verification. However, current hardware formal verification methodologies typically treat these solvers only as back-end components, which often fails to capture underlying information, thus limiting their performances. To address the concern, this paper introduces ITE-PBA, a novel framework that enhances SMT solving by leveraging If-Then-Else terms originating from data selectors and exploiting their embedded control flow information. In addition, a parallel branching assignment strategy simultaneously applies multiple mainstream and classical assignment schemes, improving the likelihood of identifying effective solutions. Experimental results reveal that integrating ITE-PBA into the Yices2 solver yields speedups of 9.46×.

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Published
2025-05-09
DOI
https://doi.org/10.1109/iseda65950.2025.11100373
Primary Topic
Formal Methods in Verification
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article
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article

ITE-PBA: A Framework for SMT Solving with If-Then-Else Terms Control Flow and Parallel Branching Assignment in Formal Verification

Meihua Liu, Yufeng Jin, Wenda Leng
1 links
Formal Methods in Verification
article

ITE-PBA: A Framework for SMT Solving with If-Then-Else Terms Control Flow and Parallel Branching Assignment in Formal Verification

Meihua Liu, Yufeng Jin, Wenda Leng
article en

Abstract

Formal verification has become increasingly challenging as integrated circuits continue to grow in complexity. This approach translates hardware description languages into Satisfiability Modulo Theories (SMT) formulas and employs existing SMT solvers for verification. However, current hardware formal verification methodologies typically treat these solvers only as back-end components, which often fails to capture underlying information, thus limiting their performances. To address the concern, this paper introduces ITE-PBA, a novel framework that enhances SMT solving by leveraging If-Then-Else terms originating from data selectors and exploiting their embedded control flow information. In addition, a parallel branching assignment strategy simultaneously applies multiple mainstream and classical assignment schemes, improving the likelihood of identifying effective solutions. Experimental results reveal that integrating ITE-PBA into the Yices2 solver yields speedups of 9.46×.

Peking University (CN), Shenzhen Technology University (CN)
Openalex Percentile: Top 78%
Formal Methods in Verification
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ITE-PBA: A Framework for SMT Solving with If-Then-Else Terms Control Flow and Parallel Branching Assignment in Formal Verification — Meihua Liu, Yufeng Jin, et al. · (2025) | TGRS Research Map | TGRS