Can someone explain the differentiation paradox in this function?

In summary, when computing the derivative of x' with respect to x, the answer depends on the underlying function and whether the variables x and t are independent or dependent. Clairaut's theorem may not apply in situations where the variables are dependent, and the chain rule may be needed to find the correct derivative. However, it is still possible to use the fact that x' is equal to dx/dt and apply the chain rule to find the derivative of x'. In the given example, the derivative of x' with respect to x is equal to 1/t.
  • #1
da_willem
599
1
Suppose you have a function x(t)=ct^2. Then you are asked to compute dx'/dx, where x' denotes a derivative to time; x'=dx/dt.

I: [tex] \frac{dx'}{dx}=\frac{d}{dx} \frac{dx}{dt} =\frac{d}{dt} \frac{dx}{dx}= \frac{d}{dt}(1)=0 [/tex] (By using Clairaut's theorem)

II: [tex]x'=2ct=2c \sqrt{\frac{x}{c}}=2 \sqrt{cx} -> \frac{dx'}{dx}=\frac{d}{dx} 2 \sqrt{cx} = \sqrt{\frac{c}{x}}[/tex]

Can someone clarify this for me?
 
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  • #2
x and t aren't "independent"

dy/dx =(dy/dz)(dz/dx)

doesn't work for this kind situation.
 
  • #3
Why would the variables have to be independent? And I don't believe to have used the chain rule in any crucial part anyway, so could you please explain what's wrong
 
  • #4
x and t are implicitly defined as functions of each other by the equation x-ct^2=0.

so they are not necessarily going to have mixed partial derivatives that are equal, since they are not independent variables..

sorry for the OT bit on the chain rule.
 
  • #5
So dx(t)'/dx is not necessarily zero if t and x are dependent because then Clairaut's theorem (the equality of the mixed partial derivatives) does not apply. So in the example the second line of reasoning is correct while the first one is flawed?
 
  • #6
yep.

what does clariat say? that for suitable f that:

f_{xy} = f_{yx} well, what's the f that x and t are both functions of?
clairaut just doesn't apply here since there is no function of two (or more) variables lying around to differentiate)
 
  • #7
k, thank you very much. To me it is clear now.
 
  • #8
One thing you CAN say is
[tex]{d\over dx}x'={dt\over dx}{d\over dt}x'=x''/x'[/tex]
In your example, this is 1/t.
 
Last edited:

1. What is the differentiation paradox?

The differentiation paradox is a concept in biology and evolutionary theory that refers to the conflict between the forces of natural selection and genetic drift. It suggests that while natural selection favors the evolution of distinct and specialized traits, genetic drift can lead to the loss of genetic diversity and homogenization of traits within a population.

2. How does the differentiation paradox impact evolutionary processes?

The differentiation paradox can have significant impacts on evolutionary processes. On one hand, it can promote the development of unique and specialized traits that allow species to adapt to specific environments and survive. On the other hand, it can also lead to the loss of genetic diversity, making species more vulnerable to environmental changes and potentially increasing the risk of extinction.

3. What factors contribute to the differentiation paradox?

The differentiation paradox is influenced by various factors, including population size, gene flow, and natural selection. Small populations are more susceptible to genetic drift, which can increase the likelihood of the paradox. Gene flow, or the movement of genes between populations, can also disrupt genetic differentiation. Additionally, natural selection can either promote or hinder the development of specialized traits.

4. Can the differentiation paradox be observed in nature?

Yes, the differentiation paradox has been observed in various species in nature. For example, in some bird species, natural selection has favored the evolution of distinct beak shapes and sizes for different feeding strategies. However, genetic drift has also led to the loss of genetic diversity within these populations, making them more vulnerable to changes in their environment.

5. How can the differentiation paradox be addressed in conservation efforts?

The differentiation paradox is an important consideration in conservation efforts, as it can impact the genetic diversity and resilience of species. To address the paradox, conservation efforts should focus on maintaining or increasing genetic diversity within populations, through strategies such as habitat preservation, translocation of individuals, and captive breeding programs. Additionally, efforts should also be made to reduce the impact of human activities that can disrupt natural gene flow and promote genetic drift.

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