A system consisting of one original unit plus a spare can function for

wurmiana6d

wurmiana6d

Answered question

2021-11-15

A system made up of one primary unit and a backup can function for an undetermined amount of time X. If the density of X is given (in units of months) by 
f(x)={Cxex/2x>00x0 
what is the probability that the system functions for at least 5 months?

Answer & Explanation

George Morin

George Morin

Beginner2021-11-16Added 13 answers

Step 1
Density of random amount of time X is given as
f(x)={Cxex/2x>00x0
We first determine the value of the constant C. We know that the probability density function of any random variable integrates to 1.
Therefore we have
f(x)dx=1
00dx+0Cxex2dx=1
0Cxex2dx=1
C[xex2dx(x)ex212dx]0=1
C[xex212+2ex212]0=1
2C[xex2+2ex2]0=1
2C[0+002(1)]=1[since$e=0]
4C=1
C=14
Step 2 Thus, Density of random amount of time XX is given as
f(x)={14x/2x>00x0
Now,
Probability that the system functions for atleast 5 months=P[X5]
P[X5]=5f(x)dx
=514xex2dx
=145xex2dx
=14

xleb123

xleb123

Skilled2023-05-09Added 181 answers

To find the probability that the system functions for at least 5 months, we need to integrate the given density function from 5 months to infinity. The probability can be calculated as follows:
P(X5)=5f(x),dx
Substituting the given density function into the integral, we have:
P(X5)=5Cxex/2,dx
To solve this integral, we can use integration by parts. Let's denote u=x and dv=Cex/2dx. Then, du=dx and v=2Cex/2. Applying integration by parts, we get:
P(X5)=[2Cxex/2]55(2Cex/2),dx
Evaluating the definite integral, we have:
P(X5)=[2Cxex/2]5+2C5ex/2,dx
Next, we can evaluate the limits of the first term:
[2Cxex/2]5=limx(2Cxex/2)(2C(5)e5/2)
Since e=0, the first term evaluates to 0(2C(5)e5/2)=10Ce5/2. Therefore, the probability expression becomes:
P(X5)=10Ce5/2+2C5ex/2,dx
To evaluate the remaining integral, we can use the exponential integral function, denoted as Ei(x), which is defined as:
Ei(x)=xett,dt
Applying the exponential integral function to our integral, we get:
5ex/2dx=2Ei(x2)|5
Substituting this back into the probability expression, we have:
P(X5)=10Ce5/2+2C(2Ei(x2)|5)
Simplifying further, we obtain the final expression for the probability:
P(X5)=10Ce5/24CEi(52)
Thus, the probability that the system functions for at least 5 months is 10Ce5/24CEi(52)
star233

star233

Skilled2023-05-09Added 403 answers

To solve the given problem, we need to find the probability that the system functions for at least 5 months, given the density function (f(x)=Cxex/2).
First, we need to determine the value of the constant (C) in the density function. To do this, we'll integrate the density function over its entire range and set the result equal to 1, since the total probability must be equal to 1.
f(x)dx=1
However, since the density function is defined as zero for x0, we can integrate from 0 to infinity instead.
0Cxex/2,dx=1
Now, we can solve this integral to find the value of C. Let's perform the integration:
0Cxex/2,dx
To evaluate this integral, we can use integration by parts. Let's define u=x and dv=Cex/2dx. Then, we have du=dx and v=2Cex/2.
Using the integration by parts formula:
udv=uvv,du
we can rewrite the integral as:
2Cxex/2|002Cex/2,dx
Evaluating the limits of the first term, we get:
limx(2Cxex/2)(2C·0·e0/2)
Since e=0 and e0=1, this simplifies to:
0+2C=1
Therefore, C=12.
Now that we have determined the value of C, we can find the probability that the system functions for at least 5 months. This probability corresponds to the integral of the density function from 5 to infinity:
P(X5)=512xex/2,dx
To solve this integral, we can once again use integration by parts. Let's define u=x and dv=12ex/2,dx. Then, du=dx and v=ex/2.
Applying the integration by parts formula:
udv=uvv,du
we can rewrite the integral as:
xex/2|5+5ex/2,dx
Evaluating the limits of the first term, we have:
Since e=0, the first term simplifies to 0+5e5/2.
Now, let's evaluate the integral:
5ex/2,dx
To integrate this, we can make a substitution. Let u=x2, then du=12,dx. When x=5, we have u=52, and when x=, u=.
Substituting the values, the integral becomes:
52eu·(2)du=252eu,du
Integrating eu gives us:
2eu|52=2(e52e)
Since e=0, the integral simplifies to 2e52.
Combining this with the first term, we have:
5e522e52=3e52
Therefore, the probability that the system functions for at least 5 months is 3e52.
In summary, the probability that the system functions for at least 5 months is 3e52.

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