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arxiv: 1611.04207 · v1 · pith:UXIK5OUKnew · submitted 2016-11-13 · 🧮 math.OC

On the superlinear convergence of Newton's method on Riemannian manifolds

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keywords methodnewtonsingularityfieldriemanniansuperlinearvectorassumption
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In this paper we study the Newton's method for finding a singularity of a differentiable vector field defined on a Riemannian manifold. Under the assumption of invertibility of covariant derivative of the vector field at its singularity, we establish the well definition of the method in a suitable neighborhood of this singularity. Moreover, we also show that the generated sequence by Newton method converges for the solution with superlinear rate.

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