User:IssaRice/Tao's notation for limits: Difference between revisions

From Machinelearning
No edit summary
No edit summary
Line 14: Line 14:


I think usually one would write the above like <math>\lim_{x\to 0+} |x|/x = 1</math>. So then one gets to keep anonymous functions, but at the expense of adding more complexity to the notation (one now needs to assign meaning to "<math>0+</math>").
I think usually one would write the above like <math>\lim_{x\to 0+} |x|/x = 1</math>. So then one gets to keep anonymous functions, but at the expense of adding more complexity to the notation (one now needs to assign meaning to "<math>0+</math>").
One should compare this to the function notation (<math>f'</math>) vs Leibniz notation (<math>\frac{d}{dx} f(x)</math>) for derivatives.
{| class="sortable wikitable"
|-
! Notation !! Symbols !! Strengths !! Weaknesses
|-
| Tao's notation || <math>\lim_{x\to x_0;\, x\in E} f(x)</math> || Works with anonymous functions. || Somewhat verbose: the "<math>x\in E</math>" part must be written out each time.
|-
| Function restriction notation || <math>\lim_{x\to x_0} f|_E(x)</math> || || Doesn't work with anonymous functions.
|-
| Standard notation || <math>\lim_{x\to x_0} f(x)</math> || Works with anonymous functions. ||
|}

Revision as of 03:16, 1 December 2018

Tao's notation for a limit is limxx0;xEf(x).

Can we write this in a more standard way? basically, if we give one additional definition, we have the very appealing formula limxx0;xEf(x)=limxx0f|E(x).

The additional definition is this: if f:XR, then we define limxx0f(x):=limxx0;xXf(x). In other words, by default we assume that the limit is taken over the entire domain of the function.

Now, given f:XR and some EX, we have f|E:ER. Thus, limxx0f|E(x)=limxx0;xEf|E(x).

By exercise 9.4.6, limxx0;xEf(x)=limxx0;xEf|E(x)

Combining these two equalities, we have limxx0;xEf(x)=limxx0f|E(x) as promised.

Rather than thinking of this as a result per se, I think it's better to think of this as alternative notations. Why might one prefer one notation over the other? I think the strength of Tao's notation is that it works for anonymous functions/expressions. To be able to use the function restriction notation f|E, we must have named our function beforehand. To give an example, we can write something like limx0;x(0,)|x|/x=1, but this is difficult to write in the other notation; we would have to say something like, "Let f:R{0}R be defined by f(x):=|x|/x. Then we have limx0f|(0,)(x)=1."

I think usually one would write the above like limx0+|x|/x=1. So then one gets to keep anonymous functions, but at the expense of adding more complexity to the notation (one now needs to assign meaning to "0+").

One should compare this to the function notation (f) vs Leibniz notation (ddxf(x)) for derivatives.

Notation Symbols Strengths Weaknesses
Tao's notation limxx0;xEf(x) Works with anonymous functions. Somewhat verbose: the "xE" part must be written out each time.
Function restriction notation limxx0f|E(x) Doesn't work with anonymous functions.
Standard notation limxx0f(x) Works with anonymous functions.