Most likely speed in Maxwell-Boltzmann distribution

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Homework Help Overview

The discussion revolves around finding the most likely speed in the context of the Maxwell-Boltzmann distribution, specifically focusing on the mathematical approach to determining the maximum of the probability density function.

Discussion Character

  • Mathematical reasoning, Conceptual clarification

Approaches and Questions Raised

  • Participants explore the differentiation of the function f(v) to find its maximum, with some discussing the advantages of using the natural logarithm of the function for this purpose. Questions arise regarding the reasoning behind this approach and the implications of applying monotonic functions.

Discussion Status

The discussion is ongoing, with participants sharing insights and questioning the mathematical reasoning behind the use of logarithmic differentiation. There is an exploration of the relationship between monotonic functions and the location of extrema, though no consensus has been reached.

Contextual Notes

Participants express confusion about the differentiation process and the application of monotonic functions, indicating a need for clarification on these concepts without providing definitive answers.

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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