Introduction to nonlinear optimization
Subtitle: theory, algorithms, and applications with MATLAB
By: Amir Beck, Technion-Israel Institute of Technology, Kfar Saba, Israel
Series: MOS-SIAM series on optimization
Publisher: Society for Industrial and Applied Mathematics; Mathematical Optimization Society
Published: 2014
Place of publication: Philadelphia
Language: eng
Number of pages: 282
ISBN-13: 9781611973648
Subjects: Mathematical optimization; Nonlinear theories; MATLAB
Notes: Includes bibliographical references (pages 277-279) and index.
Table of contents: title: Mathematical preliminaries; title: Optimality conditions for unconstrained optimization; title: Least squares; title: The gradient method; title: Newton's method; title: Convex sets; title: Convex functions; title: Convex optimization; title: Optimization over a convex set; title: Optimality conditions for linearly constrained problems; title: The KKT conditions; title: Duality.