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arxiv: 1303.1859 · v4 · pith:VMK7PU73new · submitted 2013-03-08 · 🧮 math.OC · math.FA

A Cyclic Douglas-Rachford Iteration Scheme

classification 🧮 math.OC math.FA
keywords douglas-rachfordconvergenceiterationmethodspointresultsschemeaffine
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In this paper we present two Douglas-Rachford inspired iteration schemes which can be applied directly to N-set convex feasibility problems in Hilbert space. Our main results are weak convergence of the methods to a point whose nearest point projections onto each of the N sets coincide. For affine subspaces, convergence is in norm. Initial results from numerical experiments, comparing our methods to the classical (product-space) Douglas-Rachford scheme, are promising.

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