Validation and Verification Techniques and Tools

Abstract

Validation and verification (V&V) of advanced control systems is required for their use in fielded systems. A comprehensive V&V process involving analysis, simulation, and experimental testing should be used to assess closed-loop system performance and identify system limitations. This entry discusses current V&V methods and tools as well as future research directions for safetycritical control applications.

Advanced Machine Learning Techniques for Precise Thyroid Disease Classification: A Novel Approach

“…Emphasizing robustness and reliability, the software incorporates error handling mechanisms and fault tolerance strategies to ensure uninterrupted operation in diverse environmental conditions [22]. Additionally, the software undergoes rigorous testing and validation procedures to verify its performance and compliance with functional requirements [23]. By prioritizing software quality and reliability, the lower computer control system software instills confidence in clinicians and patients alike, fostering trust in the rehabilitation process and promoting positive outcomes.…”