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052198 Optimization Theory and its Applications in Signal Processing and Communications

发布者:yinxiuhong

发布时间 :2015-01-19  点击量:

 

Course Name: Optimization Theory and its Applications in Signal Processing and Communications
Credit: 2
Prerequisites: Linear algebra
Description:
This Course concentrates on recognizing and solving convex optimization problems that arise in signal processing and communications. It should benefit anyone who uses or will use scientific computing or optimization in engineering or related work.
The course covers the following contents:
Ø Convex sets, functions, and optimization problems.
Ø Basics of convex analysis, duality theory, optimiality conditions
Ø Optimality conditions, duality theory, theorems of alternative, and applications.
Ø Unconstrained, Equality constrained and Inequality constrained minimization.
Ø Applications in scheduling, power control, beam-forming and other problems.
Ø Applications in Statistical estimation and stochastic network optimization.
 

兴庆校区:陕西省西安市咸宁西路28号西安交通大学西一楼335室 邮编:710049

创新港校区:陕西省西安市长安区河堤路中国西部科技创新港四号巨构8005室 邮编:710115

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