Convex Optimization for Signal Processing and Communications: From Fundamentals to Applications 1st Edition Chong-Yung Chi 1315349809 9781315349800

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Product details:

• ISBN 10: 1315349809
• ISBN 13: 9781315349800
• Author: Chong-Yung Chi

Convex Optimization for Signal Processing and Communications: From Fundamentals to Applications provides fundamental background knowledge of convex optimization, while striking a balance between mathematical theory and applications in signal processing and communications. In addition to comprehensive proofs and perspective interpretations for core convex optimization theory, this book also provides many insightful figures, remarks, illustrative examples, and guided journeys from theory to cutting-edge research explorations, for efficient and in-depth learning, especially for engineering students and professionals. With the powerful convex optimization theory and tools, this book provides you with a new degree of freedom and the capability of solving challenging real-world scientific and engineering problems.

Table of conte

1 Mathematical Background

2 Convex Sets

3 Convex Functions

4 Convex Optimization Problems

5 Geometric Programming

6 Linear Programming and Quadratic Programming

7 Second-order Cone Programming

8 Semidefinite Programming

9 Duality

10 Interior-point Methods

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