Answer:
0.200454
Explanation:
Average price for a gallon of gasoline in the country A,
= $3.71
Average price for a gallon of gasoline in the country B
= $3.45
Standard deviation in the country A = $0.25
Standard deviation in the country B = $0.20
Now,
z score for the critical value
z =

here,
critical value, x = $3.50 per gallon
Therefore,
z =

or
z = -0.84
Hence,
Probability that a randomly selected gas station in country A charges less than $3.50 per gallon
i.e P(z < - 0.92)
from z table, we get
P(z < - 0.92) = 0.200454