Randomized algorithms for probabilistic analysis of parametric uncertainties with unmanned helicopters

•Randomized Probabilistic analysis and synthesis for nonlinear systems with uncertain parameters are presented.•Ellipsoidal tubes-based reachability analysis to estimate the likelihood.•Performance requirement violation subject to probabilistic parameter variation.•Optimized design parameters to ach...

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