1 - Simple optimization problems
Completion requirements
The very basics of optimization and why it is difficult / impossible unless the problem is "nice". Starting simple: problems so nice that they are trivial. Ramping up a bit: quadratic multivariate problems and their optimality conditions. The first algorithm to solve them (gradient) as an appetiser of the things to come.
Click 1-simple problems.pdf link to view the file.