MATH36061 - Convex Optimization

Martin Lotz – School of Mathematics – The University of Manchester

Lectures

The weekly lecture notes consist of Jupyter notebooks – these are interactive documents that combine lecture material and Python code.

Summary of contents [ PDF ]
Preliminaries [PDF]
Introduction to Python [IPYNB]
Lecture 1 (26/9/2017) [ Slides ] [IPYNB] [PDF]
Lecture 2 (28/9/2017) [IPYNB] [PDF]
Lecture 3 (05/10/2017) [IPYNB] [PDF]
Lecture 4 (05/10/2017) [IPYNB] [PDF]
Lecture 5 (12/10/2017) [IPYNB] [PDF]
Lecture 6 (12/10/2017) [IPYNB] [PDF]
Lecture 7 (19/10/2017) [IPYNB] [PDF]
Lecture 8 (19/10/2017) [IPYNB] [PDF]
Lecture 9 (26/10/2017) [IPYNB] [PDF]
Lecture 10 (09/11/2017) [IPYNB] [PDF]
Lecture 11 (09/11/2017) [IPYNB] [PDF]
Lecture 12 (16/11/2017) [IPYNB] [PDF]
Lecture 13 (16/11/2017) [PDF]
Lecture 14 (23/11/2017) [IPYNB] [PDF]
Lecture 15 (23/11/2017) [PDF]
Lecture 16 (30/11/2017) [PDF]
Lecture 17 (30/11/2017) [PDF]
Lecture 18 (7/12/2017) [IPYNB] [PDF]
Lecture 19 (7/12/2017) [PDF]
Lecture 20 (14/12/2017) [PDF]