Quadratic optimization of fixed points of nonexpansive mappings in Hilbert space

作者: Isao Yamada , Nobuhiko Ogura , Kohichi Sakaniwa

DOI: 10.1080/01630569808816822

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摘要: Finding an optimal point in the intersection of fixed sets a family nonexpansive mappings is frequent problem various areas mathematical science and engineering. Let be on Hilbert space H, let quadratic function defined by for all , where strongly positive bounded self-adjoint linear operator. Then, each sequence scalar parameters (λn) satisfying certain conditions, we propose algorithm that generates converting to unique minimizer u* Θ over Ti’s. This generalizes some results Halpern (1967), Lions (1977), Wittmann (1992), Bauschke (1996). In particular, minimization closed convex Ci can handled taking Ti metric projection onto without introducing any special inner products depends A. We also converging K...

参考文章(16)
P. L. Lions, Approximation de Points Fixes de Contractions C. R. Acad. Sci. Paris S'erie A-B. ,vol. 284, pp. 1357- 1359 ,(1977)
Walter Rudin, Real and complex analysis ,(1966)
Henry Stark, Image recovery: Theory and application New York: Academic Press. ,(1987)
P.L. Combettes, P. Bondon, Adaptive linear filtering with convex constraints international conference on acoustics, speech, and signal processing. ,vol. 2, pp. 1372- 1375 ,(1995) , 10.1109/ICASSP.1995.480496
P.L. Combettes, The foundations of set theoretic estimation Proceedings of the IEEE. ,vol. 81, pp. 182- 208 ,(1993) , 10.1109/5.214546
F. E. Browder, FIXED-POINT THEOREMS FOR NONCOMPACT MAPPINGS IN HILBERT SPACE. Proceedings of the National Academy of Sciences of the United States of America. ,vol. 53, pp. 1272- 1276 ,(1965) , 10.1073/PNAS.53.6.1272
Richard L. Dykstra, An Algorithm for Restricted Least Squares Regression Journal of the American Statistical Association. ,vol. 78, pp. 837- 842 ,(1983) , 10.1080/01621459.1983.10477029
Frank Deutsch, Hein Hundal, The Rate of Convergence for the Method of Alternating Projections, II Journal of Mathematical Analysis and Applications. ,vol. 205, pp. 381- 405 ,(1997) , 10.1006/JMAA.1997.5202
Alfredo N. Iusem, Alvaro R. De Pierro, On the convergence of Han's method for convex programming with quadratic objective Mathematical Programming. ,vol. 52, pp. 265- 284 ,(1991) , 10.1007/BF01582891