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Author: Beltrami
Publisher: Academic Press
ISBN: 0080955738
Category : Computers
Languages : en
Pages : 256
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Book Description
An Algorithmic Approach to Nonlinear Analysis and Optimization
Author: Beltrami
Publisher: Academic Press
ISBN: 0080955738
Category : Computers
Languages : en
Pages : 256
Get Book Here
Book Description
An Algorithmic Approach to Nonlinear Analysis and Optimization
Author: Amir Beck
Publisher: SIAM
ISBN: 1611973651
Category : Mathematics
Languages : en
Pages : 286
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Book Description
This book provides the foundations of the theory of nonlinear optimization as well as some related algorithms and presents a variety of applications from diverse areas of applied sciences. The author combines three pillars of optimization?theoretical and algorithmic foundation, familiarity with various applications, and the ability to apply the theory and algorithms on actual problems?and rigorously and gradually builds the connection between theory, algorithms, applications, and implementation. Readers will find more than 170 theoretical, algorithmic, and numerical exercises that deepen and enhance the reader's understanding of the topics. The author includes offers several subjects not typically found in optimization books?for example, optimality conditions in sparsity-constrained optimization, hidden convexity, and total least squares. The book also offers a large number of applications discussed theoretically and algorithmically, such as circle fitting, Chebyshev center, the Fermat?Weber problem, denoising, clustering, total least squares, and orthogonal regression and theoretical and algorithmic topics demonstrated by the MATLAB? toolbox CVX and a package of m-files that is posted on the book?s web site.
Author: S. D. Conte
Publisher: SIAM
ISBN: 1611975204
Category : Science
Languages : en
Pages : 474
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Book Description
This book provides a thorough and careful introduction to the theory and practice of scientific computing at an elementary, yet rigorous, level, from theory via examples and algorithms to computer programs. The original FORTRAN programs have been rewritten in MATLAB and now appear in a new appendix and online, offering a modernized version of this classic reference for basic numerical algorithms.
Author: Lorenz T. Biegler
Publisher: SIAM
ISBN: 0898719380
Category : Science
Languages : en
Pages : 411
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Book Description
This book addresses modern nonlinear programming (NLP) concepts and algorithms, especially as they apply to challenging applications in chemical process engineering. The author provides a firm grounding in fundamental NLP properties and algorithms, and relates them to real-world problem classes in process optimization, thus making the material understandable and useful to chemical engineers and experts in mathematical optimization.
Author:
Publisher:
ISBN:
Category :
Languages : en
Pages : 704
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Book Description
Author:
Publisher:
ISBN:
Category : Mechanics, Applied
Languages : en
Pages : 772
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Book Description
Author: L. Mirsky
Publisher: Academic Press
ISBN: 0080955843
Category : Computers
Languages : en
Pages : 271
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Book Description
Transversal Theory
Author:
Publisher:
ISBN:
Category : Electronic journals
Languages : en
Pages : 796
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Book Description
Contains research articles on the development and analysis of numerical methods, including their convergence, stability, and error analysis as well as related results in functional analysis and approximation theory. Computational experiments and new types of numerical applications are also included.
Author: Johannes Jahn
Publisher: Springer Science & Business Media
ISBN: 3662032716
Category : Mathematics
Languages : en
Pages : 260
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Book Description
This book serves as an introductory text to optimization theory in normed spaces and covers all areas of nonlinear optimization. It presents fundamentals with particular emphasis on the application to problems in the calculus of variations, approximation and optimal control theory. The reader is expected to have a basic knowledge of linear functional analysis.
Author: James L Melsa
Publisher: Academic Press
ISBN: 0080955886
Category : Computers
Languages : en
Pages : 239
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Book Description
System Identification
