Optimization Software Guide
Author: Jorge J. More
Publisher: SIAM
Published: 1993-01-01
Total Pages: 149
ISBN-13: 0898713226
DOWNLOAD EBOOKMathematics of Computing -- Numerical Analysis.
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Author: Jorge J. More
Publisher: SIAM
Published: 1993-01-01
Total Pages: 149
ISBN-13: 0898713226
DOWNLOAD EBOOKMathematics of Computing -- Numerical Analysis.
Author: C. T. Kelley
Publisher: SIAM
Published: 1999-01-01
Total Pages: 195
ISBN-13: 9781611970920
DOWNLOAD EBOOKThis 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 can experiment with the algorithms in an easy way as well as implement them in other languages.
Author: Curtis R. Vogel
Publisher: SIAM
Published: 2002-01-01
Total Pages: 195
ISBN-13: 0898717574
DOWNLOAD EBOOKProvides a basic understanding of both the underlying mathematics and the computational methods used to solve inverse problems.
Author: Charles Van Loan
Publisher: SIAM
Published: 1992-01-01
Total Pages: 285
ISBN-13: 0898712858
DOWNLOAD EBOOKThe author captures the interplay between mathematics and the design of effective numerical algorithms.
Author: Gang Bao
Publisher: SIAM
Published: 2001-01-01
Total Pages: 349
ISBN-13: 9780898717594
DOWNLOAD EBOOKThis volume addresses recent developments in mathematical modeling in three areas of optical science: diffractive optics, photonic band gap structures, and waveguides. Particular emphasis is on the formulation of mathematical models and the design and analysis of new computational approaches. The book contains cutting-edge discourses on emerging technology in optics that provides significant challenges and opportunities for applied mathematicians, researchers, and engineers.
Author: Thomas F. Coleman
Publisher: SIAM
Published: 1988-01-01
Total Pages: 271
ISBN-13: 9781611971040
DOWNLOAD EBOOKProvides the user with a step-by-step introduction to Fortran 77, BLAS, LINPACK, and MATLAB. It is a reference that spans several levels of practical matrix computations with a strong emphasis on examples and "hands on" experience.
Author: Richard E. Ewing
Publisher: SIAM
Published: 2014-12-01
Total Pages: 195
ISBN-13: 0898716624
DOWNLOAD EBOOKThis book describes the state of the art of the mathematical theory and numerical analysis of imaging. Some of the applications covered in the book include computerized tomography, magnetic resonance imaging, emission tomography, electron microscopy, ultrasound transmission tomography, industrial tomography, seismic tomography, impedance tomography, and NIR imaging.
Author: John D. Buckmaster
Publisher: SIAM
Published: 1985-01-01
Total Pages: 266
ISBN-13: 9781611971064
DOWNLOAD EBOOKThis book delves into the rapidly changing area of combustion, in which asymptotic methods and bifurcation theory have made a significant impact as have the constant-density, small-heat-release models and other important contributions.
Author: Beatrice Riviere
Publisher: SIAM
Published: 2008-12-18
Total Pages: 201
ISBN-13: 089871656X
DOWNLOAD EBOOKFocuses on three primal DG methods, covering both theory and computation, and providing the basic tools for analysis.
Author: Stephen F. McCormick
Publisher: SIAM
Published: 1987-12-01
Total Pages: 292
ISBN-13: 1611971888
DOWNLOAD EBOOKA thoughtful consideration of the current level of development of multigrid methods, this volume is a carefully edited collection of papers that addresses its topic on several levels. The first three chapters orient the reader who is familiar with standard numerical techniques to multigrid methods, first by discussing multigrid in the context of standard techniques, second by detailing the mechanics of use of the method, and third by applying the basic method to some current problems in fluid dynamics. The fourth chapter provides a unified development, complete with theory, of algebraic multigrid (AMG), which is a linear equation solver based on multigrid principles. The last chapter is an ambitious development of a very general theory of multigrid methods for variationally posed problems. Included as an appendix is the latest edition of the Multigrid Bibliography, an attempted compilation of all existing research publications on multigrid.