turin said:
This uncovers another concern of mine, though, which may or may not be related.
It is related.
I guess the best way to pose the issue is in terms of the null vector, but it is really a concern about the feasibility of referring to functions as vectors in the first place.
Consider the set S = { f | f :
R →
C } (i.e. S is the set of (arbitrary) "functions" from "real numbers" to "complex numbers"). Let
C be the "scalars". Then S
is a vector space over
C. (Review
http://www.ncrg.aston.ac.uk/~jamescj/Personal/Downloads/AM20LM/AM20LM_Handout_A_2003.pdf.) This example shows quite simply and unambiguously that there should be no concern with regard to the
feasibility of referring to "functions" as "vectors".
Next, consider our vector space of square-integrable functions, but
without the modification induced by the equivalence relation. Let's call this space F (to emphasize that each "
function" corresponds to a
distinct "vector").
Now ... in F, what kind of sense be made out of a statement like [1] below?
[1] f(x) = Σ
n a
nφ
n(x) , φ
n a basis .
This statement has a serious problem. For suppose we have a candidate basis (say, for example, that the φ
n are the energy eigenfunctions for a simple harmonic oscillator). We can then set some of the a
n ≠ 0 in order to obtain some function f Є F. And now ... we take this function f and
change its value at
exactly one point. This gives us a new function, and if the φ
n are
really a basis on F, then we must be able to get this new function by merely changing the values of the a
n without "touching"
any of the φ
n's.
... Is that possible? ... How can we possibly cause the function f to change at
one - and
only one - point, merely by changing the a
n's? That is impossible. And from this, we see that a statement like [1] has
no meaning in F ... because F has
no such basis.
But once we
modify F, by means of our equivalence relation, a statement like [1] can then make perfect sense. (... And this is yet another (related) reason why the mathematician is
compelled to speak of "equivalence classes" instead of the "functions" themselves.)
Let us refer to this modified space as E (to emphasize that each
distinct "
equivalence class" corresponds to a
distinct "vector").
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Next.
Here is how you expressed your concern in terms of the null vector:
The main source of my concern, I suppose, is the permission for this null vector to have several (an arbitrarily large number of large) nonzero components (something that I don't imagine agrees with the notion of discrete vectors).
You have now introduced another concept, that of "component". You have mentioned it in two distinct senses:
(c) relative to a
continuous parameter "x" ;
(d) relative to a
discrete index "n" .
In alluding to (d), you imply that a statement like [1] above makes sense. In that case, you definitely cannot be thinking of your vector space along the lines of F, but rather, more along the lines of E. ... Now, what about (c)? Were you thinking along the lines of F, or did you mean E?
Let's go one level deeper:
- "component" in the sense of (c) can
live in F and can
live in E ;
- "component" in the sense of (d) can
live only in E, but
not in F.
Let's go one more level deeper. Consider the following statement:
[2] "equal components" is a
necessary and
sufficient condition for "equal vectors"
(i.e. two "vectors" are the same
iff their corresponding "components" are the same).
With regard to "components" in the sense of (c) (i.e. relative to a continuous parameter "x"), where does statement [2] hold? ... In F, or in E? Well, statement [2] is true only in F ... but
not in E. And that is no surprise - for, in going from F to E, we decided to
consider entire
groups of "vectors" to be a
single "vector". That is to say, in going from F to E, statement [2] has become
[2'] "equal components" is a
sufficient, but not
necessary, condition for "equal vectors".
... These remarks should be sufficient to clear up all levels of confusion to be found in the last quoted passage above. Specifically:
The null vector is granted permission to have (an arbitrarily large number of large) nonzero "x"-type "components"
only in E, the space where those components
don't matter ... and in F, where those components
do matter, the concept of
discrete "n"-type "components" has
no meaning.
--------------------
I now leave you with a question:
What is a suitable redefinition of "component" in the sense of (c), whereby statement [2]
does hold in E?
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