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2 February, 05:52

One model for the spread of a rumor is that the rate of spread is proportional to the product of the fraction y of the population who have heard the rumor and the fraction who have not heard the rumor.

Write a differential equation that is satisfied by y

A small town has 3,500 inhabitants. At 8 AM, 280 people have heard a rumor. By noon half the town has heard it. At what time will 90% of the population have heard the rumor? (Do not round k in your calculation. Round your final answer to one decimal place.)

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  1. 2 February, 09:08
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    a) dy/dt = ky (1-y)

    b) 3:36pm

    Step-by-step explanation:

    a) Let the number of people who have heard the rumor = p

    Let those who have not heard the rumor = q

    Total population = p+q

    Fraction of those that heard the rumor = p/p+q = y

    Fraction of those who did not hear the rumor = q/p+q = 1-y

    The rate at which the rumor spreads = dy/dt

    dy/dt varies directly to y (1-y)

    dy/dt = ky (1-y) where k is a constant

    b) Recall that dy/dt = ky (1-y)

    y (t) = y / (y + (1-y) e^-kt)

    At 8 am, t = 0

    y = p / p+q

    y (0) = 280/3500

    y (0) = 0.08

    By noon (12pm), t = 4

    At this time half of the population has heard the rumor

    y (4) = 0.5

    Recall that y (t) = y / (y + (1-y) e^-kt)

    y (t) = y0 / (y0 + (1-y0) e^-kt)

    y (t) = 0.08 / (0.08 + (1-0.08) e^-kt)

    y (t) = 0.08 / (0.08+0 92 e^-kt)

    To find k, put y (4) = 0.5 into the equation

    y (4) = y / (y + (1-y) e^-4k)

    0.5 = 0.08 / (0.08+0.92e^-4k)

    0.08 + 0.92e^-4k = 0.08/0.5

    0.92e^-4k = 0.16 - 0.08

    0.92e^-4k = 0.08

    e^-4k = 0.08/0.92

    e^-4k = 0.087

    -4k = ln (0.087)

    -4k = - 2.422

    k = - 2.422 / - 4

    k = 0.611

    y (t) = 0.08 / (0.08 + 0.92 e^-0.611t)

    The time by which 90% of the population would have heard the rumor is

    0.9 = 0.08 / (0.08+0.92e^-0.611t)

    0.08 + 0.92e^-0.611t = 0.08/0.9

    0.92e^-0.611t = (0.08/0.9) - 0.08

    e^-0.611t = [ (0.08/0.9) - 0.08] / 0.92

    e^-0.611t = 0.00966

    -0.611t = ln (0.00966)

    -0.611t = - 4.640

    t = - 4.640 / - 0.611

    t = 7.6hrs

    t = 7 hrs + (0.6*60) mins

    t = 7 hrs + 36mins

    t = 7hrs 36 mins

    Therefore 8 am + 7 hrs 36 mins = 3:36pm

    The time by which 90% of the rumor spreads = 3:36pm
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