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. The notebooks are hosted on the SageMathCloud, to which all students have access, and on Blackboard.

Preliminaries [PDF]
Introduction to Python [IPYNB]
Lecture 1 (27/9/2016) [Slides] [IPYNB] [PDF]
Lecture 2 (29/9/2016) [IPYNB] [PDF]
Lecture 3 (4/10/2016) [IPYNB] [PDF]
Lecture 4 (6/10/2016) [IPYNB] [PDF]
Lecture 5 (11/10/2016) [IPYNB] [PDF]
Lecture 6 (13/10/2016) [IPYNB] [PDF]
Lecture 7 (18/10/2016) [IPYNB] [PDF]
Lecture 8 (20/10/2016) [IPYNB] [PDF]
Lecture 9 (25/10/2016) [IPYNB] [PDF]
Lecture 10 (27/10/2016) [IPYNB] [PDF]
Lecture 11 (10/11/2016) [IPYNB] [PDF]
Lecture 12 (15/11/2016) [IPYNB] [PDF]
Lecture 13 (17/11/2016) [PDF]
Lecture 14 (22/11/2016) [IPYNB] [PDF]
Lecture 15 (24/11/2016) [PDF]
Lecture 16 (29/11/2016) [PDF]
Lecture 17 (1/12/2016) [PDF]
Lecture 18 (6/12/2016) [IPYNB] [PDF]
Lecture 19 (8/12/2016) [PDF]
Lecture 20 (13/12/2016) [PDF]
Lecture 21 – Exam revision and overview (15/12/2016) [IPYNB]
Complete set of notes (13/12/2016) [PDF]