Sunday, December 25, 2011

Write the solution of the initial value problem and use it to find the population when `t=20` ? `(dP)/(dt)=0.1P(1-P/2000) ` `P(0)=100` When does...

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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