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Theory of Nonlinear Optimization

Lecture notes

Introduction of Optimization
Line Search Methods
Trust Region Methods
Conjugate Gradient Methods
Quasi-Newton Methods
Least Squares Problems
Quadratic Programming
Augmented Lagrangian Methods
Evolution Algorithms
Subgradient Methods
Mirror Descent and Proximal Methods
Extended Topics

Projects

Final Group Project Presentation

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By Yimin Zhong

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