Regularity and stability for a convex feasibility problem

preprint2020arXivOpen access

Abstract

Let us consider two sequences of closed convex sets {An}\{A_n\} and {Bn}\{B_n\} converging with respect to the Attouch-Wets convergence to AA and BB, respectively. Given a starting point a0a_0, we consider the sequences of points obtained by projecting on the "perturbed" sets, i.e., the sequences {an}\{a_n\} and {bn}\{b_n\} defined inductively by bn=PBn(an−1)b_n=P_{B_n}(a_{n-1}) and an=PAn(bn)a_n=P_{A_n}(b_n). Suppose that A∩BA\cap B (or a suitable substitute if A∩B=∅A \cap B=\emptyset) is bounded, we prove that if the couple (A,B)(A,B) is (boundedly) regular then the couple (A,B)(A,B) is dd-stable, i.e., for each {an}\{a_n\} and {bn}\{b_n\} as above we have dist(an,A∩B)→0\mathrm{dist}(a_n,A\cap B)\to 0 and dist(bn,A∩B)→0\mathrm{dist}(b_n,A\cap B)\to 0.

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