Optimization Methods

Nanjing University of Posts and Telecommunications

Lectures: Thursday 13:45-15:20 教4-308


  • Instructor Bolei Zhang

    bolei.zhang [at] njupt.edu.cn

    Office Hours: Thur. 12:30-14:30; Address: CS building 535

    Last updated on: 2026.08.31 18:30

  • Assistant Jingtao Zhang

    QQ: 1372482855

Lecture Slides & Notes

  • Lecture 0: Course Introduction
  • Slides
  • Lecture 1: Introduction to Optimization Methods
  • Slides
  • Lecture 2: Convex Set & Convex Function
  • Slides

Experiments

实验名称周次周课时
实验一 10 周四8-9
实验二 11 周四8-9
实验三 12 周四8-9
实验四 13 周四8-9

Reference Books

Convex Optimization

Deep Learning

Algorithmic Game Theory

Optimization for Data Analysis

External Links

Numerical Optimization by Jorge Nocedal Stephen J. Wright

Scipy provides fundamental libraries in python.

CVXOPT provides convex optimization methods.

Tips on how to print the slides.