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Computer Science, Software Engineering

Harnessing Interval Power: Enhancing ESBMC for Faster and More Precise Analysis

Harnessing Interval Power: Enhancing ESBMC for Faster and More Precise Analysis

ESBMC is a tool used to verify the correctness of C programs by checking for potential errors and user-defined assertions. In this article, we will explore how ESBMC harnesses the power of intervals to improve its performance in verifying code safety violations and user-defined assertions. Interval analysis is a technique that allows ESBMC to provide more accurate results by using imprecise intervals instead of precise arithmetic operations.

Interval Analysis

Interval analysis is a technique used by ESBMC to analyze C programs and identify potential errors. In this context, intervals are used instead of precise numbers to represent the values of variables. This allows ESBMC to be more flexible and adaptive in its analysis, as it can handle unexpected or unknown values. Intervals are also useful for identifying potential errors that may occur due to floating-point arithmetic issues.

Advantages of Interval Analysis

Interval analysis offers several advantages over traditional verification techniques. Firstly, it allows ESBMC to provide more accurate results by using imprecise intervals instead of precise arithmetic operations. This is particularly useful for programs with loops that involve thousands of statements, as the precision of the interval analysis can help identify potential errors more effectively. Secondly, interval analysis enables ESBMC to handle floating-point arithmetic issues more efficiently, as it can use imprecise intervals to represent the values of variables. Finally, interval analysis allows ESBMC to provide a more rigorous evaluation of contractors, which are highly regarded for their ability to provide assured limits on solutions.

Conclusion

In conclusion, ESBMC harnesses the power of intervals to improve its performance in verifying code safety violations and user-defined assertions. Interval analysis offers several advantages over traditional verification techniques, including more accurate results, efficient handling of floating-point arithmetic issues, and a more rigorous evaluation of contractors. By leveraging these advantages, ESBMC can provide a more effective and efficient way to verify C programs, making it an essential tool for software development.