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We adapt the inverse iteration method for symmetric matrices to some nonlinear PDE eigenvalue problems. In particular, for and a given domain , we analyze a scheme that allows us to approximate the smallest value the ratio $\int_\Omega|D\psi|^p dx/\int_\Omega|\psi|^p dx\psi\partial \Omega$. The scheme in question also provides a natural way to approximate minimizing . Our analysis also extends in the limit as and thereby fashions a new approximation method for ground states of the infinity Laplacian.

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