Eigenvalue Analysis via Kernel Density Estimation
classification
💻 cs.NA
cs.ITcs.NAmath.IT
keywords
analysiseigenvaluedensityestimationkernelapproachdynamicsefficient
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In this paper, we propose an eigenvalue analysis -- of system dynamics models -- based on the Mutual Information measure, which in turn will be estimated via the Kernel Density Estimation method. We postulate that the proposed approach represents a novel and efficient multivariate eigenvalue sensitivity analysis.
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