Introduction to Nonlinear Optimization: Theory, Algorithms, and Applications with Matlab

Idioma: inglés

Editorial: Orient Blackswan, 2017

9386235358 / 9789386235350

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Librería: Vedams eBooks (P) Ltd, New Delhi, IndiaVedams eBooks (P) Ltd

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Contents: Preface. 1 Mathematical Preliminaries. 2 Optimality Conditions for Unconstrained Optimization. 3 Least Squares. 4 The Gradient Method. 5 Newton s Method. 6 Convex Sets. 7 Convex Functions. 8 Convex Optimization. 10 Optimality Conditions for Linearly Constrained Problems. 11 The KKT Conditions. 12 Duality. Bibliographic Notes. Bibliography. Index. 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; Several subjects not typically found in optimization books for example, optimality conditions in sparsity-constrained optimization, hidden convexity, and total least squares; 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. This book is intended for graduate or advanced undergraduate students of mathematics, computer science, and electrical engineering as well as other engineering disciplines. The book will also be of interest to researchers. (jacket).…

N° de ref. del artículo 124092

Título
Introduction to Nonlinear Optimization: Theory, Algorithms, and Applications with Matlab
Autor
Amir Beck
Editorial
Orient Blackswan
Año de publicación
2017
Estado
New
Encuadernación
Soft cover
Idioma
inglés
ISBN 10
9386235358
ISBN 13
9789386235350

Vedams eBooks (P) Ltd

New Delhi, India

Vendedor de 4 estrellas

Vendedor de IberLibro desde 30 de enero de 2009

Tarifas de envío de India a Estados Unidos de America

ArtículoDe 20 a 24 días hábilesDe 4 a 7 días hábiles
Primer artículoEUR 17,50EUR 32,00
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