There is no variational characterization of the cycles in the method of periodic projections

نویسندگان

  • J.-B. Baillon
  • P. L. Combettes
  • R. Cominetti
چکیده

The method of periodic projections consists in iterating projections onto m closed convex subsets of a Hilbert space according to a periodic sweeping strategy. In the presence ofm ≥ 3 sets, a long-standing question going back to the 1960s is whether the limit cycles obtained by such a process can be characterized as the minimizers of a certain functional. In this paper we answer this question in the negative. Projection algorithms that minimize smooth convex functions over a product of convex sets are also discussed.

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تاریخ انتشار 2011