Most likely speed in Maxwell-Boltzmann distribution

AI Thread Summary
The discussion focuses on finding the most likely speed in the Maxwell-Boltzmann distribution, emphasizing the need to maximize the function f(v). The user initially struggles with the differentiation process but realizes that taking the natural logarithm of f simplifies the task. It is confirmed that both f and its logarithm reach their maximum at the same speed. A mathematical explanation is provided, illustrating that applying a monotonic function preserves the location of extrema. The conversation concludes with validation of the user's reasoning regarding monotonic functions and their derivatives.
Vrbic
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Homework Statement


What is the most likely speed in Maxwell-Boltzamann distribution?

Homework Equations


f(v)dv=4\pi(\frac{m}{2 \pi kT})^{3/2}v^2Exp(-\frac{mv^2}{2kT})dv

The Attempt at a Solution


I know I need maximum of f(v) -> \frac{df}{dv}=0. But it is not trivial to do. I found some solution where they said: \frac{d}{dv^2}(\ln[v^2Exp(-\frac{mv^2}{2kT})])=0. But I don't know how they arrive to it. Could somebody advise?
 
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Oooou sry, it is easy. I made a mistake I derivate f(v) - function without v2 term. Otherwise, why they can rewrite this problem to logarithm and derivative according to v2.
 
They just felt like its easier to differentiate the natural log of f, rather than f itself. Both f and its natural log have a maximum at the same value of v.
 
Chestermiller said:
They just felt like its easier to differentiate the natural log of f, rather than f itself. Both f and its natural log have a maximum at the same value of v.
Thank you for your response. So can I say generally that if I apply some monotonic function to other, that extremes stay at same point?
 
Vrbic said:
Thank you for your response. So can I say generally that if I apply some monotonic function to other, that extremes stay at same point?
What are your thoughts on this?

Chet
 
Chestermiller said:
What are your thoughts on this?

Chet
What are you asking me now? How or my oppinion if it is true?
 
Vrbic said:
What are you asking me now? How or my oppinion if it is true?
I'm asking to see if you can reason it out mathematically.
 
Chestermiller said:
I'm asking to see if you can reason it out mathematically.
No. I just ask :)
 
Suppose g(y) is a monotoically increasing function of y, and y(x) is a function of x with a maximum. Then, by the chain rule,
$$\frac{dg}{dx}=\frac{dg}{dy}\frac{dy}{dx}$$
dg/dy is always positive, so dg/dx has a zero derivative at the same location where dy/dx has a zero derivative.
 
  • #10
Chestermiller said:
Suppose g(y) is a monotoically increasing function of y, and y(x) is a function of x with a maximum. Then, by the chain rule,
$$\frac{dg}{dx}=\frac{dg}{dy}\frac{dy}{dx}$$
dg/dy is always positive, so dg/dx has a zero derivative at the same location where dy/dx has a zero derivative.
Very nice ;) It is true what I said.
 
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