The probability density function for the component of thex velocity of a molecule of an ideal gas is proportional torole="math" localid="1665039876656" e-mv2(2kT) wherev is thex component of the velocity,m is the mass of the molecule, Tis the temperature of the gas androle="math" localid="1665040106251" k is the Boltzmann constant. By comparing this with (8.1), find the mean and standard deviation of v, and write the probability density function f(v).

Short Answer

Expert verified

The probability density function is e-mv22kT2πkTm.

Step by step solution

01

Given information

The velocity of a molecule of an ideal gas is proportional toe-mv22kT.

02

Definition of variance

A statistical measurement of the dispersion between values in a data collection is known as variance.

03

Find the average of the function

The function is fve-mv22kT…….(1)

role="math" localid="1665042441825" fv=ce-mv22kTfx=1σ2πe-x-μ22σ2……………..(2)

Compare (1) and (2)

-12σ2=-m2kTσ=kTm

The value of average is μ=0.

Substitute in (1).

fv=e-mv22kT2πkTm

The variance is σ=kTm.

The average is μ=0.

The probability density function isfv=e-mv22kT2πkTm .

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Most popular questions from this chapter

Use Bayes’ formula (3.8) to repeat these simple problems previously done by usinga reduced sample space.

(a) In a family of two children, what is the probability that both are girls if at

least one is a girl?

(b) What is the probability of all heads in three tosses of a coin if you know that

at least one is a head?

Suppose you have 3 nickels and 4 dimes in your right pocket and 2 nickels and a quarter in your left pocket. You pick a pocket at random and from it select a coin at random. If it is a nickel, what is the probability that it came from your right pocket?

You are trying to find instrument A in a laboratory. Unfortunately, someone has put both instruments A and another kind (which we shall call B) away in identical unmarked boxes mixed at random on a shelf. You know that the laboratory has 3 A’s and 7 B’s. If you take down one box, what is the probability that you get an A? If it is a B and you put it on the table and take down another box, what is the probability that you get an A this time?

(a) Set up a sample space for the 5 black and 10 white balls in a box discussed above assuming the first ball is not replaced. Suggestions: Number the balls, say 1 to 5 for black and 6 to 15 for white. Then the sample points form an array something like (2.4), but the point 3,3 for example is not allowed. (Why?

What other points are not allowed?) You might find it helpful to write the

numbers for black balls and the numbers for white balls in different colors.

(b) Let A be the event “first ball is white” and B be the event “second ball is

black.” Circle the region of your sample space containing points favorable to

A and mark this region A. Similarly, circle and mark region B. Count the

number of sample points in A and in B; these are and . The region

AB is the region inside both A and B; the number of points in this region is

. Use the numbers you have found to verify (3.2) and (3.1). Also find

and and verify (3.3) numerically.

(c) Use Figure 3.1 and the ideas of part (b) to prove (3.3) in general.

(a) Find the probability density function f(x)for the position x of a particle which is executing simple harmonic motion on (a,a)along the x axis. (See Chapter 7 , Section 2 , for a discussion of simple harmonic motion.) Hint: The value of x at time t is x=acosωt. Find the velocity dxdt ; then the probability of finding the particle in a given dx is proportional to the time it spends there which is inversely proportional to its speed there. Don’t forget that the total probability of finding the particle somewhere must be 1.

(b) Sketch the probability density function f(x)found in part (a) and also the cumulative distribution function f(x) [see equation (6.4)].

(c) Find the average and the standard deviation of x in part (a).

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