Ditemukan 3 dokumen yang sesuai dengan query
Dennis, J.E.
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This book has become the standard for a complete, state-of-the-art description of the methods for unconstrained optimization and systems of nonlinear equations. Originally published in 1983, it provides information needed to understand both the theory and the practice of these methods and provides pseudocode for the problems. The algorithms covered are all based on Newton's method or "quasi-Newton" methods, and the heart of the book is the material on computational methods for multidimensional unconstrained optimization ...
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Philadelphia : Society for Industrial and Applied Mathematics, 1996
e20443158
eBooks Universitas Indonesia Library
Rheinboldt, Werner C.
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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 ...
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Philadelphia: Society for Industrial and Applied Mathematics, 1998
e20448491
eBooks Universitas Indonesia Library
Kelley, C.T.
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This brief book on Newton method is a user-oriented guide to algorithms and implementation. In just over 100 pages, it shows, via algorithms in pseudocode, in MATLAB, and with several examples, how one can choose an appropriate Newton-type method for a given problem, diagnose problems, and write an efficient solver or apply one written by others. Solving Nonlinear Equations with Newton's Method contains trouble-shooting guides to the major algorithms, their most common failure modes, and ...
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Philadelphia: Society for Industrial and Applied Mathematics, 2003
e20448500
eBooks Universitas Indonesia Library
