Web Reference: Jun 9, 2015 · 11 Which is the preferred preposition to use after the word "augmented", as in the sentence "A is augmented with/by B"? Does this depend on context? For concreteness, I am interested in mathematical usage, as in the "The set is augmented with redundant vectors for greater numerical robustness". Dec 7, 2015 · From Google's definition: aug·ment verb ôɡˈment/ 1. make (something) greater by adding to it; increase. "he augmented his summer income by painting houses" When you use augment, you mean that you are adding to something by adding in something else; the word is generally used with a prepositional phrase starting with by or with. Increase doesn't have that sense. Now, to your example. If the ... In the case of something like "This product features an Augmented Filter Subsystem (AFS)", I would normally capitalise it like that (and include the bracketed abbreviation) on the first reference. I think using such a convention makes it just that little bit easier for the reader to recognise what the abbreviation refers to.
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