Answer :
The probability that more than 3.75 gallons will be used for any washing cycle is 0.89.
The given parameters:
- Mean of the distribution, M = 4 gallons
- Standard deviation, d = 0.2 gallon
The probability of using more than 3.75 gallons is calculated as follows;
P(more than 3.75 gallons) = 1 - P(3.75 gallons)
For a normal distribution curve, the following probability exists;
- 1 standard deviation below the mean = M - d = 14%
- 2 standard deviation below the mean = M - 2d = 2%
The number of gallons used for washing at 1 standard deviation below the mean;
n = M - d
n = 4 - 0.2
n = 3.8 gallons
The number of gallons used for washing at 2 standard deviation below the mean;
n = M - 2d
n = 4 - 2(0.2)
n = 3.6 gallons
The probability of exactly 3.75 gallons is determined by interpolation:
3.6 ------------- 2%
3.75 -------------- x
3.8 --------------- 14%
[tex]\frac{3.75 - 3.6}{3.8 - 3.6} = \frac{x - 2}{14-2} \\\\\frac{0.15}{0.2} = \frac{x-2}{12} \\\\0.2(x-2) = 12(0.15)\\\\0.2x - 0.4 = 1.8\\\\0.2x = 1.8 + 0.4\\\\0.2x = 2.2\\\\x = \frac{2.2}{0.2} \\\\x = 11 \ \%[/tex]
The probability of using exactly 3.75 gallons for washing = 11%
The probability that more than 3.75 gallons will be used for any washing cycle is calculated as follows;
P = 100% - 11%
P = 1 - 0.11
P = 0.89
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