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:* ...
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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.* 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.
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Publisher:
Society for Industrial and Applied Mathematics (SIAM)
Published:
2015
Language:
English
Alibris ID:
17976010724
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Good. Trade paperback (US). Glued binding. 290 p. May show signs of wear, highlighting, writing, and previous use. This item may be a former library book with typical markings. No guarantee on products that contain supplements Your satisfaction is 100% guaranteed. Twenty-five year bookseller with shipments to over fifty million happy customers.
Publisher:
Society for Industrial and Applied Mathematics (SIAM)
Published:
2015
Language:
English
Alibris ID:
17975804763
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Good. Ships in a BOX from Central Missouri! May not include working access code. Will not include dust jacket. Has used sticker(s) and some writing or highlighting. UPS shipping for most packages, (Priority Mail for AK/HI/APO/PO Boxes).
Publisher:
Society for Industrial and Applied Mathematics (SIAM)
Published:
2015
Language:
English
Alibris ID:
17843893365
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Publisher:
Society for Industrial and Applied Mathematics (SIAM)
Published:
2015
Language:
English
Alibris ID:
17976070304
Shipping Options:
Standard Shipping: $4.65
Choose your shipping method in Checkout. Costs may vary based on destination.
Seller's Description:
Good. Trade paperback (US). Glued binding. 290 p. May show signs of wear, highlighting, writing, and previous use. This item may be a former library book with typical markings. No guarantee on products that contain supplements Your satisfaction is 100% guaranteed. Twenty-five year bookseller with shipments to over fifty million happy customers.
