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We develop a numerical method for solving shape optimization problems involving p-laplacian eigenvalues.The eigenvalue problem is solved using an adaptive procedure with radial basis functions,while the optimization is performed with Hadamard shape derivatives.Several examples illustrate the performance of the method.