In: Statistics and Probability
Assume that the population of a town obeys Malthusian growth. Assume that the size of the population was 2000 in year 1900, and 50 000 in year 1950.
(a) Find the value of the growth constant k.
(b) How long does it take for the population to grow by 20%?
(c) How big was the population in year 2000?
(d) What was the rate of change of the population in year
2000?
(e) Calculate the size of the population in year 2001, and from
that the actual change in population during the one year, from 2000
to 2001.
(f) Explain why the two values calculated in (d) and (e) above do
not necessarily have to be the same.
Malthusian growth model is a simple exponetial growth model.
where population at any given time t is
P = P0 ekt
where k is the growth constant.
so here if t = Year - 1900
P(1900) = 2000 = P0
P(1950) = 50000 = P0 e50k
so diviing both equations
50000/2000 = e50 k
25 = e50 k
ln 25 = 50 k
k = 0.0644
so here the population growth equation is
P = 2000 e0.0644 t
(b) Here let say at time t, the poulation is P and at time (t + t1), it get increased to 1.2P
so here
1.2P = 2000 e0.0644 (t + t1 )
P = 2000 e0.0644 t
1.2P/P = e0.0644 t1
ln (1.2) = 0.0644 t1
t1 = 2.83 year
(c) at year 2000, t = 100
P = 2000 * e0.0644 * 100
P = 1252813
(d) Here rate of change of the population in the year 2000 = kP = 0.0644 * 1252813 = 80681 person per year
(e) For year 2001, t = 101
P(2001) = 2000* e0.0644 * 101 = 1336249
actual change in the population = 1336249 - 1252813 = 83436
(f) Here the value we get in the problem (d), is the instantenous change at year 2000, but as the population is continously increasing at every moment, so these two values of (d) and (e) can be differed.