Solving the Diff. Equation: P(t) = (MP_{0}) / (P_{0} + (M - P_{0})e^{-kMt})

  • Thread starter dionysian
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In summary, to solve the differential equation dP/dt = k(M - P)P, first integrate both sides and then take the exponent of both sides. From there, the constant of integration can be substituted with the initial condition P0. After simplifying, the final solution is P(t) = (MP0)/(P0 + (M - P0)e^-kMt).
  • #1
dionysian
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Homework Statement



Solve the euqation [tex] dP/dt = k(M - P)P[/tex] to show that it equals: [tex] P(t) = (MP_{0}) /( P_{0} + (M - P_{0})e^{-kMt})[/tex]

Homework Equations



The Attempt at a Solution


[tex] \[ \int \frac {dP} {P(M - P)}\] = k \int dt \ [/tex]

[tex] \frac {1} {M}\ \ln( \frac {P} {M - P}) + C = Kt + C [/tex]

I combine the constants of integration... i can do this right?
Then i get rid of the log by taking the exponent of both sides.

[tex] P/(M - P) = e^{mkt + c} [/tex]

I then turn [tex] e^{c}[/tex] into [tex] P_{0} [/tex]

Next i divide through by [tex] (M - P) [/tex]

[tex] P = (M - P)P_{0}e^{mkt} [/tex]

next i combine the [tex] P [/tex] then divide through by the remainder.

[tex] P = (mP_{0}e^{mkt})/(1 + P_{0}e^{mkt}) [/tex]

and i end up with:
[tex] P = (mP_{0})/(e^{-mkt} + P_{0}) [/tex]

In the equation i am suppose to get i don't see how there could possibly be three terms in the denominator.
 
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  • #2
You could just differentiate P and substitute it into the differential equation.
 
  • #3
thanks for the reply cristo.

I was in the process of editing my post (i am still getting use to LaTex) when you replied. i could do that but my teacher want us to just solve it. Also this has been bugging me for a while, i have been working on it for the past few hours and cannot get it. My teacher... well a grad student TA for my DE lab couldn't solve it either.

I also would like to know what is wrong with my method... it seems like it should work but... its not.

one thing think might be wrong with my method is the [tex] P_{0} [/tex] initial condition.
 
  • #4
dionysian said:

Homework Statement



Solve the euqation [tex] dP/dt = k(M - P)P[/tex] to show that it equals: [tex] P(t) = (MP_{0}) /( P_{0} + (M - P_{0})e^{-kMt})[/tex]

Homework Equations



The Attempt at a Solution


[tex] \[ \int \frac {dP} {P(M - P)}\] = k \int dt \ [/tex]

[tex] \frac {1} {M}\ \ln( \frac {P} {M - P}) + C = Kt + C [/tex]

I combine the constants of integration... i can do this right?
Then i get rid of the log by taking the exponent of both sides.

[tex] P/(M - P) = e^{mkt + c} [/tex]

I then turn [tex] e^{c}[/tex] into [tex] P_{0} [/tex]
HOW did you "turn [itex]e^{c}[/tex] into [itex]P_0[/itex]"?

When t= 0, You have [itex]P_0/(M-P_0)= e^c[/itex]

Next i divide through by [tex] (M - P) [/tex]

[tex] P = (M - P)P_{0}e^{mkt} [/tex]

next i combine the [tex] P [/tex] then divide through by the remainder.

[tex] P = (mP_{0}e^{mkt})/(1 + P_{0}e^{mkt}) [/tex]

and i end up with:
[tex] P = (mP_{0})/(e^{-mkt} + P_{0}) [/tex]

In the equation i am suppose to get i don't see how there could possibly be three terms in the denominator.
 
  • #5
Thanks a million. works out fine after that.
 

FAQ: Solving the Diff. Equation: P(t) = (MP_{0}) / (P_{0} + (M - P_{0})e^{-kMt})

What is the purpose of solving a differential equation?

The purpose of solving a differential equation is to find a solution that describes the relationship between a dependent variable and its rate of change over time. This can help us understand and predict the behavior of a system in various situations.

How is the equation P(t) = (MP0) / (P0 + (M - P0)e-kMt) derived?

This equation is derived from the logistic growth model, which describes the growth of a population or system that has a limited carrying capacity. It is a differential equation that can be solved using integration techniques.

What do the variables in the equation represent?

P(t) represents the population or quantity of the system at a given time t. P0 represents the initial population or quantity, M represents the maximum capacity or limit, and k represents the growth rate.

What is the significance of the term e-kMt in the equation?

This term represents the negative exponential decay of the growth rate over time. As the population or quantity approaches the maximum capacity, the growth rate decreases, leading to a leveling off of the population or quantity.

How can this equation be applied in real-life situations?

This equation can be applied in various situations, such as predicting the growth of a population, the spread of a disease, or the decay of radioactive materials. It can also be used to analyze economic and financial systems, as well as physical and chemical processes.

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