Anbieter: Vedams eBooks (P) Ltd, New Delhi, Indien
Soft cover. Zustand: New. 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).
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In den WarenkorbPaperback. Zustand: Brand New. 370 pages. 10.00x7.00x1.50 inches. In Stock.
Sprache: Englisch
Verlag: Society for Industrial & Applied Mathematics,U.S., 2025
ISBN 10: 1611978297 ISBN 13: 9781611978292
Anbieter: Kennys Bookstore, Olney, MD, USA
Zustand: New. 2025. paperback. . . . . . Books ship from the US and Ireland.
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Sprache: Englisch
Verlag: Society for Industrial & Applied Mathematics,U.S., 2023
ISBN 10: 1611977614 ISBN 13: 9781611977615
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In den WarenkorbPaperback. Zustand: Brand New. 2nd edition. 354 pages. 10.04x7.05x0.87 inches. In Stock.
Sprache: Englisch
Verlag: Society for Industrial and Applied Mathematics, 2014
ISBN 10: 1611973643 ISBN 13: 9781611973648
Anbieter: Kennys Bookstore, Olney, MD, USA
Zustand: New. 2015. paperback. . . . . . Books ship from the US and Ireland.
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In den WarenkorbZustand: Sehr gut. Zustand: Sehr gut | Seiten: 290 | Sprache: Englisch | Produktart: Bücher | Keine Beschreibung verfügbar.
Anbieter: moluna, Greven, Deutschland
Kartoniert / Broschiert. Zustand: New. 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 and rigorously and gradually.