Query concerning derivative of e^x

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    Derivative E^x
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Discussion Overview

The discussion centers on the properties of the exponential function e^x, particularly its derivative, and the confusion surrounding why e^x is equal to its own derivative. Participants also explore methods for calculating derivatives of other exponential functions, such as 2^x, and the application of the chain rule in these contexts.

Discussion Character

  • Exploratory
  • Technical explanation
  • Mathematical reasoning
  • Debate/contested

Main Points Raised

  • One participant expresses confusion about the statement that e^x is equal to its derivative and questions how this property applies to other functions like e^{x^2}.
  • Another participant explains that while e^x is its own derivative, applying the chain rule to functions like e^{x^2} leads to different results.
  • A participant suggests using logarithmic differentiation to find the derivative of 2^x, stating that it can be expressed in terms of e and its natural logarithm.
  • One participant provides a derivation of the derivative of a^x for any positive number a, leading to the conclusion that there exists a unique value of a (defined as e) for which the limit of the derivative equals 1.
  • Another participant describes a method to derive the derivative of e^x using the definition of the natural logarithm and the chain rule.
  • A later reply acknowledges the helpfulness of previous explanations and expresses satisfaction with the understanding gained from the discussion.

Areas of Agreement / Disagreement

Participants exhibit a mix of agreement on the properties of e^x and its derivative, while also expressing confusion and questioning the application of these properties to other functions. The discussion includes competing views on how to approach the calculation of derivatives for different exponential functions, indicating that no consensus has been reached on all points.

Contextual Notes

Some participants' claims depend on the definitions of derivatives and the application of the chain rule, which may not be universally agreed upon in the context of the discussion. The exploration of logarithmic differentiation introduces additional complexity that remains unresolved.

Kaimyn
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I've been studying calculus and have always been confused about the property of e^x.
"e is the unique number such that e^x is equal to its derivative."

I haven't ever really understood why, but have figured it would pop up some time later. Unfortunately, it still hasn't popped up, so I've decided to ask. How is e^x the derivate of itself?

I was mucking around with numbers a bit and came up with a couple of things:

Asumming e^x is its derivative:
[tex]y = e^{x^{2}+2}[/tex]
Then:
[tex]\frac{dy}{dx} = e^{x^{2}+2}[/tex]
However (using the chain rule):
[tex]\frac{dy}{dx} = 2xe^{x^{2}+2}[/tex]
Which isn't the same thing...


Also, while I'm on the topic, is there a way to calculate NP derivatives such as: [tex]2^{x}[/tex]?

I am sorry if this seems basic, or is commonly asked, but I just can't seem to figure it out.
 
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Hi Kaimyn! :smile:

(try using the X2 tag just above the Reply box :wink:)
Kaimyn said:
… is there a way to calculate NP derivatives such as: [tex]2^{x}[/tex]?

2x = (eln(2))x = ex.ln(2), so (2x)' = ln(2).2x :smile:

(and since ln(e) = 1, e is the only number with (ex)' =ex)
 
Kaimyn said:
Asumming e^x is its derivative:
[tex]y = e^{x^{2}+2}[/tex]
Then:
[tex]\frac{dy}{dx} = e^{x^{2}+2}[/tex]
However (using the chain rule):
[tex]\frac{dy}{dx} = 2xe^{x^{2}+2}[/tex]
Which isn't the same thing...
The derivative of ex with respect to x is ex. If x is a function of t (ie., x = t2) and you want the derivative with respect to t of the whole expression, then of course you have to use the chain rule.

Also, while I'm on the topic, is there a way to calculate NP derivatives such as: [tex]2^{x}[/tex]?
One common method is to take a logarithm (it doesn't have to be the natural logarithm) of both sides and use implicit differentiation (ie., use the fact that if A(x) = B(x) and A is differentiable, then A'(x) = B'(x)).
 
Kaimyn said:
I've been studying calculus and have always been confused about the property of e^x.
"e is the unique number such that e^x is equal to its derivative."

I haven't ever really understood why, but have figured it would pop up some time later. Unfortunately, it still hasn't popped up, so I've decided to ask. How is e^x the derivate of itself?

I was mucking around with numbers a bit and came up with a couple of things:

Asumming e^x is its derivative:
[tex]y = e^{x^{2}+2}[/tex]
Then:
[tex]\frac{dy}{dx} = e^{x^{2}+2}[/tex][/itex]
You just said ""e is the unique number such that e^x is equal to its derivative."
Given that, it is impossible that [tex]e^{x^2}[/tex] is also its own derivative!
Why would you assume that?

However (using the chain rule):
[tex]\frac{dy}{dx} = 2xe^{x^{2}+2}[/tex]
Which isn't the same thing...


Also, while I'm on the topic, is there a way to calculate NP derivatives such as: [tex]2^{x}[/tex]?

I am sorry if this seems basic, or is commonly asked, but I just can't seem to figure it out.
 
Both tiny-tim and slider showed how to get the derivative of ex from the derivative of ln(x). Here's how to get it directly.

If f(x)= ax, for any positive number a, then
[tex]\frac{f(x+h)- f(x)}{h}=\frac{a^{x+h}- a^x}{h}= \frac{a^xa^h- a^x}{h}= a^x\frac{a^h- 1}{h}[/itex]<br /> <br /> Thus,<br /> [tex]\frac{da^x}{dx}= a^x\lim_{h\rightarrow 0}\frac{a^h- 1}{h}[/tex]<br /> <br /> In other words, the dependence on x can be taken out of the limit: since that limit does not depend on x, it is a constant.<br /> <br /> So, for any positive real number, a, the derivaive of a<sup>x</sup> is a constant time a<sup>x</sup>. <br /> <br /> It is not too difficult to see that if a= 2, say, then that limit must be less than 1 or that if a= 3, it is larger than 1. Thus, there exist a value of a between 2 and 3 such that <br /> [tex]\lim_{h\rightarrow 0}\frac{a^h- 1}{h}= 1[/itex] <br /> and we define e to be that number.[/tex][/tex]
 
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Assuming you can find the derivative of ln(x) straight from the definition, you can use the chain rule to find the derivative of e^x.

[tex]\frac{d(ln(e^x))}{dx} = \frac{d(x)}{dx} = 1[/tex]

but [tex]\frac{d(ln(e^x))}{dx} = \frac{d(ln(u))}{du}\frac{d(e^x)}{dx} = \frac{1}{e^x}\frac{d(e^x)}{dx}[/tex]

therefore, [tex]\frac{1}{e^x}\frac{d(e^x)}{dx} = 1[/tex]

or [tex]\frac{d(e^x)}{dx} = e^x[/tex]
 
Thank you for all your helpful replies.


tiny-tim said:
2x = (eln(2))x = ex.ln(2), so (2x)' = ln(2).2x

Thanks, now it actually makes sense.

HallsofIvy said:
If f(x)= ax, for any positive number a, then
[tex]\frac{f(x+h)- f(x)}{h}=\frac{a^{x+h}- a^x}{h}= \frac{a^xa^h- a^x}{h}= a^x\frac{a^h- 1}{h}[/itex][/tex]
[tex] <br /> Now I have "proof".<br /> <br /> <blockquote data-attributes="" data-quote="Random Variable" data-source="post: 2201477" class="bbCodeBlock bbCodeBlock--expandable bbCodeBlock--quote js-expandWatch"> <div class="bbCodeBlock-title"> Random Variable said: </div> <div class="bbCodeBlock-content"> <div class="bbCodeBlock-expandContent js-expandContent "> [tex]\frac{d(ln(e^x))}{dx} = \frac{d(x)}{dx} = 1[/tex]<br /> <br /> but [tex]\frac{d(ln(e^x))}{dx} = \frac{d(ln(u))}{du}\frac{d(e^x)}{dx} = \frac{1}{e^x}\frac{d(e^x)}{dx}[/tex]<br /> <br /> therefore, [tex]\frac{1}{e^x}\frac{d(e^x)}{dx} = 1[/tex]<br /> <br /> or [tex]\frac{d(e^x)}{dx} = e^x[/tex] </div> </div> </blockquote><br /> Another mathematical proof that makes sense.<br /> <br /> <br /> Thanks again for all the helpful replies.[/tex]
 

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