Skip to main content
Ctrl+K

Optimization Notes

Convex Optimization:

  • Convex Optimization
    • Duality
    • Kurush-Kuhn-Tucker (KKT) Conditions
    • Newton’s Method
    • Barrier Method
    • Primal Dual Interior Point Method
    • Fundametals of Dual Method
    • Augmented Lagrangian
    • Subgradients
    • Proximal Gradient Descent
    • Alternating Direction Method of Multipliers

Matplotlib Gallery:

  • Matplotlib Gallery
    • Newton’s Method
    • Barrier Method
  • .md

Matplotlib Gallery

Matplotlib Gallery#

The code for generating the figures used in these notes are also provided

previous

Alternating Direction Method of Multipliers

next

Newton’s Method

By Bolun Dai

© Copyright 2022, Bolun Dai.