Equality of Two Linear Mappings

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Homework Help Overview

The discussion revolves around proving the equality of two linear mappings, ##L_1## and ##L_2##, from ##\mathbb{R} \rightarrow \mathbb{R}^n##, based on a theorem regarding differentiability and linear mappings. Participants explore the implications of the theorem and the conditions under which the mappings can be shown to be equal.

Discussion Character

  • Exploratory, Assumption checking, Conceptual clarification

Approaches and Questions Raised

  • Participants discuss the necessity of showing that ##\lim_{h \to 0}\frac{L_1(h) - L_2(h)}{h} = 0## and explore the implications of this limit. There are questions about the validity of the limit and whether a delta-epsilon proof is needed. The role of linearity in the mappings is also examined.

Discussion Status

There is active exploration of the relationships between the mappings and their limits. Some participants suggest that the linearity of the mappings could lead to conclusions about their equality. However, there is no explicit consensus on the next steps or the final implications of the derived limits.

Contextual Notes

Participants are working within the constraints of the theorem provided and are questioning the assumptions made in their reasoning. The discussion reflects a careful consideration of the definitions and properties of linear mappings.

Parmenides
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Let ##L_1## and ##L_2## be two linear mappings from ##R \rightarrow R^n## satisfying the following theorem:
"The mapping ##f: R \rightarrow R^n## is differentiable at ##a \in R## if and only if there exists a linear mapping ##L: R \rightarrow R^n## such that
\lim_{h \to 0}\frac{f(a + h) - f(a) - L(h)}{h} = {\bf{0}}
in which case L is defined by ##L(h) = df_a(h) = hf'(a)##." (From Edwards 'Advanced Calculus').
I am to prove that ##L_1 = L_2##. The text hints that I should first show that:
lim_{h \to 0}\frac{L_1(h) - L_2(h)}{h} = 0
My first idea was to use the definition of ##L## from the theorem so that
L_1(h) - L_2(h) = h\lim_{h \to 0}\Big(\frac{f(a + h) - f(a)}{h}\Big) - h\lim_{h \to 0}\Big(\frac{f(a + h) - f(a}{h}\Big) = h\lim_{h \to 0}\Big(\frac{f(a + h) - f(a) - f(a + h) + f(a)}{h}\Big) = h\lim_{h \to 0}(0) = 0
And so lim_{h \to 0}\frac{L_1(h) - L_2(h)}{h} = \lim_{h \to 0}\frac{0}{h} = 0
But looking back, I think that whole process rested on the assumption that ##L_1 = L_2## in the first place. I am not quite sure what to do.
 
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Start by assuming
$$\lim_{h \to 0}\frac{f(a + h) - f(a) - L_1(h)}{h} = 0$$
and
$$\lim_{h \to 0}\frac{f(a + h) - f(a) - L_2(h)}{h} = 0$$
Now subtract one equation from the other. What do you end up with?
 
\lim_{h \to 0}\frac{f(a + h) - f(a) - L_1(h)}{h} - \lim_{h \to 0}\frac{f(a + h) - f(a) - L_2(h)}{h} = 0 - 0 = 0
So \lim_{h \to 0}\frac{f(a + h) - f(a) - f(a +h) + f(a)}{h} - \lim_{h \to 0}\frac{L_2(h) - L_1(h)}{h} = \lim_{h \to 0}\frac{0}{h} + \lim_{h \to 0}\frac{L_1(h) - L_2(h)}{h} = 0
Thus \lim_{h \to 0}\frac{L_1(h) - L_2(h)}{h} = 0
Does the next step require a delta-epsilon proof to establish the validity of this limit? Seems to be pointing in that direction.
 
Parmenides said:
Thus \lim_{h \to 0}\frac{L_1(h) - L_2(h)}{h} = 0
Does the next step require a delta-epsilon proof to establish the validity of this limit? Seems to be pointing in that direction.
Well what is the next step? Your goal is to show that ##L_1(x) = L_2(x)## for all ##x \in \mathbb{R}##.

Hint: This would be a good time to take advantage of the linearity of ##L_1## and ##L_2##.
 
Hm, I'm not yet making the connection from a mapping ##L(h)## to ##L({\bf{x}})##, but my first idea is since the above theorem is satisfied, there exist linear mappings ##L_1## and ##L_2## such that ##L_1(h{\bf{x}})## and ##L_2(h{\bf{x}})## = ##h{\bf{x}}_1## and ##h{\bf{x}}_2##, respectively for all ##{\bf{x}}_1,{\bf{x}}_2 \in R##. If I was allowed to say that ##L(h{\bf{x}}) = {\bf{x}}L(h)## I could see how using what I just showed above might be useful, but that doesn't seem right.
 
Parmenides said:
If I was allowed to say that ##L(h{\bf{x}}) = {\bf{x}}L(h)## I could see how using what I just showed above might be useful, but that doesn't seem right.
But that's the nice thing about linear mappings: you CAN say that. Remember that a linear mapping from ##\mathbb{R}## to ##\mathbb{R}^n## satisfies
$$L(x+y) = L(x) + L(y)$$
for any ##x,y \in \mathbb{R}##, and
$$L(ax) = aL(x)$$
for any ##a,x \in \mathbb{R}##.

Try using the second fact to simplify
$$\frac{L_1(h)}{h}$$
and
$$\frac{L_2(h)}{h}$$
 
\lim_{h \to 0}\frac{L_1(h) - L_2(h)}{h} = 0
Since our theorem is satisfied, there exist linear mappings ##L_1## and ##L_2## such that ##L_1(h{\bf{x}})## and ##L_2(h{\bf{x}})## = ##h{\bf{x}}_1## and ##h{\bf{x}}_2##, respectively for all ##{\bf{x}}_1,{\bf{x}}_2 \in R##. By linearity, we have that ##L_1({\bf{x}}_1h) = {\bf{x}}_1L_1(h)## and ##L_2({\bf{x}}_2h) = {\bf{x}}_2L_2(h)##. Then,
= \lim_{h \to 0}\frac{L_1(h{\bf{x}}_1) - L_2(h{\bf{x}}_2)}{h} = 0
And, by linearity:
= \lim_{h \to 0}\frac{hL_1({\bf{x}}_1) - hL_2({\bf{x}}_2)}{h} = \lim_{h \to 0}\frac{h}{h}L_1({\bf{x}}_1) - \lim_{h \to 0}\frac{h}{h}L_2({\bf{x}}_2) =0 \rightarrow L_1({\bf{x}}_1) = L_2({\bf{x}}_2)
If I didn't need to make a distinction between ##{\bf{x}}## then perhaps this is plausible. ><
 
Parmenides said:
\lim_{h \to 0}\frac{L_1(h) - L_2(h)}{h} = 0
Since our theorem is satisfied, there exist linear mappings ##L_1## and ##L_2## such that ##L_1(h{\bf{x}})## and ##L_2(h{\bf{x}})## = ##h{\bf{x}}_1## and ##h{\bf{x}}_2##, respectively for all ##{\bf{x}}_1,{\bf{x}}_2 \in R##.
Wait, isn't that what you are trying to prove? I don't see how you can say that at this point.

What you have is
$$\lim_{h \to 0}\frac{L_1(h) - L_2(h)}{h} = 0$$
We can rewrite this as follows:
$$\lim_{h \to 0}\left(\frac{1}{h}L_1(h) - \frac{1}{h}L_2(h)\right) = 0$$
and by linearity,
$$\lim_{h \to 0}\left(L_1\left(\frac{1}{h}h\right) - L_2\left(\frac{1}{h}h\right)\right) = 0$$
which is simply
$$\lim_{h \to 0}\left(L_1\left(1\right) - L_2\left(1\right)\right) = 0$$
What does this imply?
 
Implying that:
\lim_{h \to 0}L_1(1) = \lim_{h \to 0}L_2(1)
But as ##h \rightarrow 0##, doesn't this imply that ##L_1 = L_2##?
 
  • #10
No, there is no dependency on ##h## in ##L_1(1)## or ##L_2(1)##. So after taking limits the equation simply becomes
$$L_1(1) = L_2(1)$$
Now, can you see how this actually implies that ##L_1(x) = L_2(x)## for all ##x \in \mathbb{R}##? Use the linearity of ##L_1## and ##L_2## to show this.
 

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