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Monte Carlo Analysis

Sample uncertain systems for statistical analysis

You can perform Monte Carlo Analysis by analyzing the behavior of random samples taken from an uncertain system. For instance, use usample to obtain an array of numeric models from an uncertain model by sampling the uncertain control design blocks.

Functions

usample (LTI models)Generate random samples of uncertain or generalized model
usample (Simulink)Generate random samples of uncertain variables in a Simulink model
rsampleBlockRandomly sample Control Design blocks in generalized model
usubsSubstitute given values for uncertain elements of uncertain objects
gridurealGrid ureal parameters uniformly over their range
complexifyReplace ureal atoms by summations of ureal and ucomplex (or ultidyn) atoms

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