There's actually a separate Wikipedia article about the variant/application of Newton's method being improved upon here: https://en.wikipedia.org/wiki/Newton%27s_method_in_optimizat... Note the italic text at the top of the "Newton's method" article!
This article is really badly written IMHO. And I feel the content should just be merged back to the main article.