Formal verification of Matrix based MATLAB models using interactive theorem proving.

ABSTRACT: MATLAB is a software based analysis environment that supports a high-level programing language and is widely used to model and analyze systems in various domains of engineering and sciences. Traditionally, the analysis of MATLAB models is done using simulation and debugging/testing frameworks. These methods provide limited coverage due to their inherent incompleteness. Formal verification can overcome these limitations, but developing the formal models of the underlying MATLAB models is a very challenging and time-consuming task, especially in the case of higher-order-logic models. To facilitate this process, we present a library of higher-order-logic functions corresponding to the commonly used matrix functions of MATLAB as well as a translator that allows automatic conversion of MATLAB m

SUBMITTER: Gauhar A 

PROVIDER: S-EPMC8022509 | biostudies-literature | 2021

REPOSITORIES: biostudies-literature