This is a separable differential equation. This means we can completely separate dependent and independent variables into two expressions. General form if such equation is
`dy/dx=f(x)g(y)`
and the solution is obtained by solving the following integrals
`int dy/g(y)=int f(x)dx+C`
Let us now return to the problem at hand.
`dy/dt=0.1P(1-P/2000)`
Now we need to put everything containing `P` on the left and everything containing `t` to the right side.
`(dP)/(0.1P-P^2/20000)=dt`
Let us first simplify the expression on the left.
`(dP)/((2000P-P^2)/20000)=dt`
`(20000dP)/(P(2000-P))=dt`
We shall write the term on the left using partial fractions to make integration easier.
`(20000dP)/(P(2000-P))=A/P+B/(2000-P)`
`2000A=20000`
`B-A=0`
`A=B=10`
`(2000dP)/P(2000-P)=10/P+10/(2000-P)`
We can now integrate the equation.
`int 10/P dP+int 10/(2000-P)dP=int dt`
`10ln P-10ln(2000-P)+10ln C=t`
` `
In the line above we have written the constant term as `10ln C` in stead of just `C.` This is often used to make the expression easier to manipulate.
`ln P-ln(2000-P)+ln C=t/10`
Use formulae for logarithm of product and quotient:
`log_a (xy)=log_a x+log_a y`
`log_a(x/y)=log_a x-log_a y`
`ln((CP)/(2000-P))=t/10`
Take antilogarithm.
`(CP)/(2000-P)=e^(t/10)`
`CP=2000e^(t/10)-e^(t/10)P`
`P(C+e^(t/10))=2000e^(t/10)`
`P=(2000e^(t/10))/(C+e^(t/10))`
We can now calculate `C` by using the initial value.
`P(0)=100`
`(2000e^(0/10))/(C+e^(0/10))=100`
Since `e^0=1,` we have
`2000/(C+1)=100`
`C+1=2000/100`
`C=20-1`
`C=19`
The solution to the initial value problem is
`P(t)=(2000e^(t/10))/(19+e^(t/10))`
We can now calculate population when `t=20.`
`P(20)=(2000e^2)/(19+e^2)approx560`
Population is approximately `560` at time `t=20.`
To find when the population reaches 1200, we need to solve the following equation
`(2000e^(t/10))/(19+e^(t/10))=1200`
Multiply by the denominator.
`2000e^(t/10)=22800+1200e^(t/10)`
`800e^(t/10)=22800`
`e^(t/10)=28.5`
Take logarithm.
`t/10=ln28.5`
`t=10ln28.5approx33.499`
The population will reach 1200 at time `t=33.499.`
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