Minecraft Village

Calculus Level 3

A Minecraft Village of population x x is known to have a growth rate proportional to x x itself. After 6 years, the population doubled. And after another 3 years, the population was 10,000. What was the original population? Round off to the nearest integer.

Hint: https://socratic.org/questions/how-do-you-calculate-population-growth


The answer is 3536.

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3 solutions

Chew-Seong Cheong
Mar 10, 2020

Given that

d x d t = k x where k is a constant. d x x = k d t integrate both sides 1 x d x = k d t ln x = k t + C where C is the constant of integration. x ( t ) = A e k t where A = e C x ( t ) = x ( 0 ) e k t Putting t = 0 , we have A = x ( 0 ) \begin{aligned} \frac {dx}{dt} & = k x & \small \blue{\text{where }k \text{ is a constant.}} \\ \frac {dx}x & = k \ dt & \small \blue{\text{integrate both sides}} \\ \int \frac 1x\ dx & = \int k\ dt \\ \ln x & = kt + \blue C & \small \blue{\text{where }C \text{ is the constant of integration.}} \\ x(t) & = \blue A e^{kt} & \small \blue{\text{where }A = e^C} \\ x(t) & = \blue{x(0)}e^{kt} & \small \blue{\text{Putting }t=0 \text{, we have }A=x(0)} \end{aligned}

x ( 0 ) x(0) is the current population we need to find. We know x ( 6 ) = x ( 0 ) e 6 t = 2 x ( 0 ) e 6 t = 2 x(6) = x(0) e^{6t} = 2x(0) \implies e^{6t} = 2 and

x ( 0 ) e 9 k = 10000 2 2 x ( 0 ) = 10000 x ( 0 ) = 10000 2 2 3536 \begin{aligned} x(0)\blue{e^{9k}} & = 10000 \\ \blue{2\sqrt 2}x(0) & = 10000 \\ \implies x(0) & = \frac {10000}{2\sqrt 2} \approx \boxed{3536} \end{aligned}

Patrick Corn
Mar 9, 2020

The population is given by the equation P ( t ) = P 0 e α t P(t) = P_0e^{\alpha t} for some constant α , \alpha, where P 0 P_0 is the original population. We are given that P ( 6 ) = 2 P 0 P(6) = 2P_0 and P ( 9 ) = 10000. P(9) = 10000. So e 6 α = 2 , e^{6\alpha} = 2, so e 9 α = 2 3 / 2 , e^{9\alpha} = 2^{3/2}, so 10000 = P 0 2 3 / 2 , 10000 = P_0 \cdot 2^{3/2}, so P 0 = 2500 2 3536 . P_0 = 2500\sqrt{2} \approx \fbox{3536}.

Let the proportionality constant be k k . Then d x d t = k x d x x = k d t x = x 0 e k t \dfrac{dx}{dt}=kx\implies \dfrac{dx}{x}=kdt\implies x=x_0e^{kt} , where x 0 x_0 is the initial population. So 2 x 0 = x 0 e 6 k k = ln 2 6 x = x 0 ( e ln 2 ) t 6 = x 0 × 2 t 6 2x_0=x_0e^{6k}\implies k=\dfrac{\ln 2}{6}\implies x=x_0(e^{\ln 2})^\dfrac{t}{6}=x_0\times 2^{\dfrac{t}{6}} . Hence 10000 = x 0 × 2 9 6 = 2 2 x 0 x 0 = 2500 2 3536 10000=x_0\times 2^{\dfrac{9}{6}}=2\sqrt 2x_0\implies x_0=2500\sqrt 2\approx \boxed {3536} .

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