Iterative optimization in inverse problems. ([2014])

• Record Type: Book
• Further Information: Note: Charles L. Byrne, University of Massachusetts, Lowell, USA.
• Authors: Byrne, Charles L, 1947-
• Contents: Background -- Sequential Optimization -- Barrier-Function and Penalty-Function Methods -- Proximal Minimization -- The Forward-Backward Splitting Algorithm -- Operators -- Averaged and Paracontractive Operators -- Convex Feasibility and Related Problems -- Eigenvalue Bounds -- Jacobi and Gauss-Seidel Methods -- The SMART and EMML Algorithms -- Alternating Minimization -- The EM Algorithm -- Geometric Programming and the MART -- Variational Inequality Problems and Algorithms -- Set-Valued Functions in Optimization -- Fenchel Duality -- Compressed Sensing -- Appendix A: Bregman-Legendre Functions.
• Publisher Details: Boca Raton : CRC Press
• Publication Date: 2014
• Copyright Date: 2014
• Extent: 1 online resource (xx, 279 pages)
• Subjects: 515.357 515/.357; Iterative methods (Mathematics); Algorithms; Inverse problems (Differential equations); MATHEMATICS -- Calculus; MATHEMATICS -- Mathematical Analysis; Algorithms; Inverse problems (Differential equations); Iterative methods (Mathematics); Inverses Problem; Optimierung; Iteration; Electronic books; Electronic books
• Languages: English
• ISBNs: 9781482222340; 1482222345
• Related ISBNs: 1482222337; 9781482222333
• Notes: Note: Includes bibliographical references and index.; Note: Print version record.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.