Resources for Optimisation theory

Primal and Dual¶

• visual video explanation and summary

KKT conditions¶

• great visual explanations

• great visual explanations

• 3 videos for the big picture

• intuition behind lagrangian

• intuition of equality constraints very well explained

Slater’s theorem¶

• https://q2liu.wordpress.com/2015/01/27/strong-duality-and-slaters-theorem/

• https://ee.usc.edu/stochastic-nets/docs/network-optimization-notes.pdf

• https://math.stackexchange.com/questions/2076701/what-is-the-intuition-behind-slaters-condition-in-optimization-and-other-cons

General¶

• video lectures on optimisation, explains really simply

• video lectures on optimisation = didn’t find them useful but may be a format for someone.

• convex optimisation lectures