Can I read Iterative Methods for Optimization (Frontiers in Applied Mathematics, Series Number 18) on EtoBox?

Iterative Methods for Optimization (Frontiers in Applied Mathematics, Series Number 18) by C T Kelley; Society for Industrial and Applied Mathematics is a nonfiction available to read on EtoBox.

What is Iterative Methods for Optimization (Frontiers in Applied Mathematics, Series Number 18) about?

This book presents a carefully selected group of methods for unconstrained and bound constrained optimization problems and analyzes them in depth both theoretically and algorithmically. It focuses on clarity in algorithmic description and analysis rather than generality, and while it provides pointers to the literature for the most general theoretical results and robust software, the author thinks it is more important that readers have a complete understanding of special cases that convey essential ideas. A companion to Kelley's book, Iterative Methods for Linear and Nonlinear Equations (SIAM, 1995), this book contains many exercises and examples and can be used as a text, a tutorial for self-study, or a reference. Iterative Methods for Optimization does more than cover traditional gradient-based optimization: it is the first book to treat sampling methods, including the Hooke-Jeeves, implicit filtering, MDS, and Nelder-Mead schemes in a unified way, and also the first book to make connections between sampling methods and the traditional gradient-methods. Each of the main algorithms in the text is described in pseudocode, and a collection of MATLAB codes is available. Thus, readers

Who reads Iterative Methods for Optimization (Frontiers in Applied Mathematics, Series Number 18)?

Author

C T Kelley; Society for Industrial and Applied Mathematics

Publisher

Society for Industrial and Applied Mathematics (SIAM, 3600 Market Street, Floor 6, Philadelphia, PA 19104)

Published

1987

Language

EN

ISBN

9781611970920

Category

nonfiction

Subjects

Mathematics, Computer Science, Programming