Convex Optimization Signal Processing Communications Hardcover 9780521762229 LN

Convex Optimization in Signal Processing and Communications\nCambridge University Press\nHardcover\nUnused and unread, minor cosmetic imperfections such as scuffing or minor creasing. Stamped 'damaged' by publisher to a non-text page.\nEAN: 9780521762229\nPublished: 03/12/2009\nLanguage: English\nOver the past two decades there have been significant advances in the field of optimization. In particular, convex optimization has emerged as a powerful signal processing tool, and the variety of applications continues to grow rapidly. This book, written by a team of leading experts, sets out the theoretical underpinnings of the subject and provides tutorials on a wide range of convex optimization applications. Emphasis throughout is on cutting-edge research and on formulating problems in convex form, making this an ideal textbook for advanced graduate courses and a useful self-study guide. Topics covered range from automatic code generation, graphical models, and gradient-based algorithms.