A Comprehensive Analysis of Sensitivity in Simulation Models for Enhanced System Understanding and Optimisation
Patrik Grznár,
Milan Gregor,
Štefan Mozol
et al.
Abstract:This article delves into sensitivity analysis within simulation models of real systems, focusing on the impact of variability in independent input factors (x) on dependent system outputs (y). It discusses linear and nonlinear regression to analyse and represent relationships between input factors and system responses. This study encompasses three sensitivity analysis areas: factor screening, local sensitivity analysis, and global sensitivity analysis, highlighting their roles in understanding the significance … Show more
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