Population Dynamics how to solve a particular ODE

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SUMMARY

The discussion focuses on solving the ordinary differential equation (ODE) for population dynamics represented by the equation \(\frac{dy}{dt} = ay - by^{2}-\frac{c*y^{3}}{d+y^{3}}\). The user seeks guidance on finding an expression for \(y(t)\) and initially dismisses methods such as integrating factors, separation of variables, and Bernoulli's equation. However, they later realize that separation of variables is indeed applicable. The integral \(F(y)\) is computed using Maple, leading to a solution form that requires numerical methods for inversion to obtain \(y(t)\).

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  • Understanding of ordinary differential equations (ODEs)
  • Familiarity with separation of variables technique
  • Basic knowledge of numerical methods for solving equations
  • Experience with Maple software for symbolic computation
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  • Study the application of separation of variables in ODEs
  • Learn about numerical methods for inverting functions
  • Explore Maple's capabilities for solving differential equations
  • Investigate population dynamics models and their mathematical formulations
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Students and researchers in mathematics, particularly those focusing on differential equations, as well as biologists and ecologists modeling population dynamics.

jerro
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Homework Statement



I have a population problem where:

[itex]\frac{dy}{dt}[/itex] = ay - [itex]by^{2}[/itex]-[itex]\frac{c*y^{3}}{d+y^{3}}[/itex]

I need to find an expression for y(t). I'm not looking for the answer, just some advice/ helpful hints.

Thank you.

Homework Equations





The Attempt at a Solution



I know that the integrating factor method is out of the question, as is separation of variables. Bernoulli's equation will also not work. All of these require forms that are different than what is written above.
 
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jerro said:

Homework Statement



I have a population problem where:

[itex]\frac{dy}{dt}[/itex] = ay - [itex]by^{2}[/itex]-[itex]\frac{c*y^{3}}{d+y^{3}}[/itex]

I need to find an expression for y(t). I'm not looking for the answer, just some advice/ helpful hints.

Thank you.

Homework Equations





The Attempt at a Solution



I know that the integrating factor method is out of the question, as is separation of variables. Bernoulli's equation will also not work. All of these require forms that are different than what is written above.

Getting t in terms of y is not too hard, but getting y in terms of t is horrible. If you write
[tex]F(y) \equiv \int\frac{dy}{f(y)} = \int dt,\\<br /> f(y) = a y - b y^2 - \frac{c y^3}{d + y^3},[/tex]
the y-integral is doable. Using 'r' instead of 'd' (because 'd' is a reserved symbol), Maple gets the y-integral as

F(y) = 1/2*a*x^2-1/3*b*x^3-c*x+1/3*c*r^(1/3)*ln(x+r^(1/3))
-1/6*c*r^(1/3)*ln(x^2-x*r^(1/3)+r^(2/3))
+1/3*c*r^(1/3)*3^(1/2)*arctan(1/3*3^(1/2)*(2/r^(1/3)*x-1))

where Maple writes u/v*w to mean (u/v)*w. So, F(y) = t+C is a "solution", but inverting F to get y(t) is probably only doable numerically.
 
Ah, I see. Separation of variables is completely doable! I don't know what I was thinking. Thank you so much.
 

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