Warped proximal iterations for monotone inclusions

作者: Minh N. Bùi , Patrick L. Combettes

DOI: 10.1016/J.JMAA.2020.124315

关键词:

摘要: Abstract Resolvents of set-valued operators play a central role in various branches mathematics and particular the design analysis splitting algorithms for solving monotone inclusions. We propose generalization this notion, called warped resolvent, which is constructed with help an auxiliary operator. The properties resolvents are investigated connections made existing notions. weak strong convergence principles based on proposed shown to not only provide synthetic view but also constitute effective device produce new solution methods challenging inclusion problems.

参考文章(34)
P. L. Combettes, Construction d'un point fixe commun à une famille de contractions fermes Comptes rendus de l'Académie des sciences. Série 1, Mathématique. ,vol. 320, pp. 1385- 1390 ,(1995)
Patrick L. Combettes, Heinz H. Bauschke, Convex Analysis and Monotone Operator Theory in Hilbert Spaces ,(2011)
Stephen Simons, F Takens, From Hahn-Banach to monotonicity ,(2008)
Patrick L. Combettes, Jonathan Eckstein, Asynchronous block-iterative primal-dual decomposition methods for monotone inclusions Mathematical Programming. ,vol. 168, pp. 645- 672 ,(2018) , 10.1007/S10107-016-1044-0
Abdullah Alotaibi, Patrick L. Combettes, Naseer Shahzad, Best Approximation from the Kuhn-Tucker Set of Composite Monotone Inclusions Numerical Functional Analysis and Optimization. ,vol. 36, pp. 1513- 1532 ,(2015) , 10.1080/01630563.2015.1077864
Radu Ioan Boţ, Ernö Robert Csetnek, André Heinrich, A Primal-Dual Splitting Algorithm for Finding Zeros of Sums of Maximal Monotone Operators Siam Journal on Optimization. ,vol. 23, pp. 2011- 2036 ,(2013) , 10.1137/12088255X
Laurent Condat, A primal-dual splitting method for convex optimization involving Lipschitzian, proximable and linear composite terms Journal of Optimization Theory and Applications. ,vol. 158, pp. 460- 479 ,(2013) , 10.1007/S10957-012-0245-9
Patrick L. Combettes, Systems of Structured Monotone Inclusions: Duality, Algorithms, and Applications Siam Journal on Optimization. ,vol. 23, pp. 2420- 2447 ,(2013) , 10.1137/130904160
Patrick L. Combettes, Jean-Christophe Pesquet, Primal-Dual Splitting Algorithm for Solving Inclusions with Mixtures of Composite, Lipschitzian, and Parallel-Sum Type Monotone Operators Set-valued and Variational Analysis. ,vol. 20, pp. 307- 330 ,(2012) , 10.1007/S11228-011-0191-Y