robustnessi
Robustnessi is a conceptual framework used to describe and quantify the resilience of complex systems to disturbances and uncertainty. The term is used across engineering, software, and data science to capture how well a system maintains function under varying conditions, including component failures, input variability, and adversarial changes.
At its core, robustnessi combines aspects of redundancy, modularity, graceful degradation, and adaptive response. Practitioners define
Applications include control systems that must tolerate disturbances, distributed networks that must endure node or link
Measurement challenges remain, because robustnessi is context-dependent and depends on chosen perturbation models, performance metrics, and
Origins of robustnessi are traceable to discussions of robustness in engineering and resilience in systems science;