A general iterative scheme with applications to convex optimization and related fields

A general iterative scheme with applications to convex optimization and related fields

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Article ID: iaor19921900
Country: Germany
Volume: 22
Start Page Number: 885
End Page Number: 902
Publication Date: Nov 1991
Journal: Optimization
Authors:
Abstract:

A general iterative scheme including relaxation and a corresponding problem class are presented. Some global convergence results are given. The acceleration of convergence is discussed. The scheme comprises a lot of known iterative methods such as subgradient methods and methods of successive orthogonal projections with relaxation. Applications to convex inequalities, variational inequalities, operator equations and systems of linear equations are given.

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