What is the historical background for this term?
I cannot quite see what is integral about an integral, even if we go back to the viewing it as the area under a curve. It seems to me a strange choice of word.
[Math] Why are integrals called integrals
calculusintegrationmath-historysoft-questionterminology
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I would have written this as a comment, but by lack of reputation this has become an answer. Not long ago I've posed the same question to a group of analysts and they gave me more or less these answers:
1) The gauge integral is only defined for (subsets of) $\mathbb R^n$. It can easily be extended to manifolds but not to a more general class of spaces. It is therefore not of use in (general) harmonic analysis and other fields.
2) It lacks a lot of very nice properties the lebesgue integral has. For example $f \in \mathcal L^1 \Rightarrow |f| \in \mathcal L^1$ obviously has no generalization to gauge theory.
3) and probably most important. Afaik (also according to wikipedia) there is no known natural topology for the space of gauge integrable functions.
I think the following article:
Gregory H. Moore. The axiomatization of linear algebra: 1875-1940. Historia Mathematica, Volume 22, Issue 3, 1995, Pages 262–303
(Available here from Elsevier) may shed some light on your question, although you may not have enough mathematical experience to understand the entire article. Here is my understanding having browsed the article, but I must stress that I am not a mathematical historian, so please don't quote me!
The idea of an abstract space where an addition is defined between elements and there is a field action (rather than a particular realization as, for instance, $\mathbb{R}^n$ or $C([0,1])$) seems to be due to Peano in 1888, where he called them linear systems. The definition of an abstract vector space didn't catch on until the 1920s in the work of Banach, Hahn, and Wiener, each working separately. Hahn defined linear spaces in order to unify the theory of singular integrals and Schur's linear transformations of series (both employing infinite dimensional spaces). Wiener introduced vector systems which seems to be roughly equivalent to Banach's definition, which was motivated by finding a common framework to understand integral operators (Banach's 1922 paper "Sur les operations dans les ensembles abstraites et leur application aux équations intégrales" is available online and is quite readable) which were defined on champs (domains).
I understand the modern name vector space is popular because of a widely circulated 1941 textbook by Birkhoff and MacLane, A Survey of Modern Algebra, where the term is used.
As Asaf and Hans have indicated in their comments, the motivation for calling such spaces vector spaces is because intuitively, they generalize our understanding of "vectors" (differences between points) in a finite dimensional Euclidean. The motivation for calling such spaces linear spaces is because our ability to add together different elements is the crucial feature which lets us apply the general theory to solve specific problems which are not obviously (to the 1920's eye) about vectors (in particular, in PDE and mathematical physics).
In your course, it is unlikely you will cover material that requires this abstraction, but it is a good habit for later mathematics to work in generality while you maintain your intuition in concrete examples.
Best Answer
It seems to be taken from the Latin word integratus taken from here (etymonline).