There should be a first part in the introduction that makes it clear what the paper is about, and why that is interesting, before talking in detail about optimisation.
Introduction of optimisation methods should focus more on what is important to your work. I think you want to describe them conceptually, focussing on the common aspects that the visual diagnostics will explore.