Download the fantastic book titled Automatic Differentiation in MATLAB Using ADMAT with Applications written by Thomas F. Coleman, available in its entirety in both PDF and EPUB formats for online reading. This page includes a concise summary, a preview of the book cover, and detailed information about "Automatic Differentiation in MATLAB Using ADMAT with Applications", which was released on 20 June 2016. We suggest perusing the summary before initiating your download. This book is a top selection for enthusiasts of the Science genre.
Summary of Automatic Differentiation in MATLAB Using ADMAT with Applications by Thomas F. Coleman PDF
The calculation of partial derivatives is a fundamental need in scientific computing. Automatic differentiation (AD) can be applied straightforwardly to obtain all necessary partial derivatives (usually first and, possibly, second derivatives) regardless of a code?s complexity. However, the space and time efficiency of AD can be dramatically improved?sometimes transforming a problem from intractable to highly feasible?if inherent problem structure is used to apply AD in a judicious manner. Automatic Differentiation in MATLAB using ADMAT with Applicationsödiscusses the efficient use of AD to solve real problems, especially multidimensional zero-finding and optimization, in the MATLAB environment. This book is concerned with the determination of the first and second derivatives in the context of solving scientific computing problems with an emphasis on optimization and solutions to nonlinear systems. The authors focus on the application rather than the implementation of AD, solve real nonlinear problems with high performance by exploiting the problem structure in the application of AD, and provide many easy to understand applications, examples, and MATLAB templates.ö
Detail About Automatic Differentiation in MATLAB Using ADMAT with Applications PDF
- Author : Thomas F. Coleman
- Publisher : SIAM
- Genre : Science
- Total Pages : 105 pages
- ISBN : 1611974364
- Release Date : 20 June 2016
- PDF File Size : 13,9 Mb
- Language : English
- Rating : 4/5 from 21 reviews
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