Abstract
We give several unifying results, interpretations, and examples regarding the convergence of the von Neumann alternating projection algorithm for two arbitrary closed convex nonempty subsets of a Hilbert space. Our research is formulated within the framework of Fejér monotonicity, convex and set-valued analysis. We also discuss the case of finitely many sets.
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Bauschke, H.H., Borwein, J.M. On the convergence of von Neumann's alternating projection algorithm for two sets. Set-Valued Anal 1, 185–212 (1993). https://doi.org/10.1007/BF01027691
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DOI: https://doi.org/10.1007/BF01027691
Mathematics Subject Classifications (1991)
Key words
- Algorithm
- von Neumann's algorithm
- method
- alternating method
- iterative method
- projection
- cyclic projections
- successive projections
- Hilbert space
- convex sets
- linear convergence
- norm convergence
- weak convergence
- open mapping theorem
- multifunctions
- convex relations
- convex feasibility problem
- least-squares approximation
- angle between two subspaces