Methods for Solving Systems of Nonlinear Equations - Brossura

Rheinboldt, Werner C.

Brossura

ISBN 10: 089871415X ISBN 13: 9780898714159

Casa editrice: Society for Industrial and Applied Mathematics, 1987

Riassunto

This second edition provides much-needed updates to the original volume. Like the first edition, it emphasizes the ideas behind the algorithms as well as their theoretical foundations and properties, rather than focusing strictly on computational details; at the same time, this new version is now largely self-contained and includes essential proofs. Additions have been made to almost every chapter, including an introduction to the theory of inexact Newton methods, a basic theory of continuation methods in the setting of differentiable manifolds, and an expanded discussion of minimization methods. New information on parametrized equations and continuation incorporates research since the first edition.

Su questo libro

L'autore:

Werner C. Rheinboldt is A. W. Mellon Professor Emeritus of Mathematics at the University of Pittsburgh.

Contenuti:

Preface to the second edition; Preface to the first edition; 1. Introduction: Problem overview; Notation and background; 2. Model problems: discretization of operator equations; Minimization; Discrete problems; 3. Iterative processes and rates of convergence: Characterization of iterative processes; Rates of Convergence; Evaluation of convergence rates; On Efficiency and Accuracy; 4. Methods of Newton type: the linearization concept; Methods of Newton form; Discretized Newton methods; Attraction basins; 5. Methods of secant type: general Secant methods; Consistent approximations; Update methods; 6. Combinations of processes: the use of classical linear methods; Nonlinear SOR Methods; Residual convergence controls; Inexact Newton methods; 7. Parametrized systems of equations: Submanifolds of Rn; Continuation using ODEs; Continuation with local parametrizations; Simplicial approximations of manifolds; 8. Unconstrained minimization methods: admissible step length algorithms; Gradient related methods; Collectively gradient related directions; Trust region methods; 9. Nonlinear generalizations of several matrix classes: basic function classes; Properties of the function classes; Convergence of iterative processes; 10. Outlook at further methods: higher order methods; Piecewise-linear methods; Further minimization methods; Bibliography; Index.

Su questa edizione

• Editore: Society for Industrial and Applied Mathematics
• Data di pubblicazione: 1987
• ISBN 10: 089871415X
• ISBN 13: 9780898714159
• Rilegatura: Copertina flessibile
• Numero edizione: 2
• Numero di pagine: 184