So, what is the question?

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In summary, the conversation discusses a nonlinear differential equation with an exponential function and the possibility of transforming it into a second-order linear DE. The process involves using a transformation for Riccati equations and putting it in normal form to remove a term involving the first derivative.
  • #1
CJDW
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Nonlinear DE (with e^t) ?

Good day forum,

I have this wonderful DE :

dx/dt = [a - f '(t)]x + (b + d(c^t))(x^2) - 1

with,
t [tex]\in[/tex] [s,T]
x(T) = 0

a, b, d & c are constants.
f(t) = g + h(k^t) , where g, h & k are constants (but I think specifying this is of no importance)

My knowledge of non-linear equations is very limited and would sincerely appreciate any help whatsoever.

CJDW
 
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That looks like a Riccati equation:

[tex]\frac{dx}{dt}=\left(a-f'(t)\right)x+(b+dc^t)x^2-1[/tex]

[tex]\frac{dx}{dt}+Q(t)x+R(t)x^2=P(t)=-1[/tex]

and using the standard transformation for a Riccati equation, obtain a second-order (linear) DE:

[tex]Ru''-(R'-QR)u'-PR^2u=0[/tex]

Now, you can then put the equation in it's Normal form by letting:

[tex]u=v\text{exp}\left(-1/2\int P dt\right)[/tex]

in order to remove the term involving the first derivative. Yeah, I know this ain't easy. I'm getting this right out of "Intermediate Differential Equations" by Rainville. We then obtain the equation:

[tex]v''+Iv=0[/tex]

where:

[tex]I=Q-1/2 P'-1/2 P^2[/tex]

and if I just happens to be a constant, that equation can be easily solved.
 

1. What is a nonlinear differential equation (DE)?

A nonlinear differential equation (DE) is a mathematical equation that describes the relationship between a function and its derivatives. Unlike linear DEs, which have a linear relationship between the function and its derivatives, nonlinear DEs have a nonlinear relationship.

2. What is the role of e^t in nonlinear DEs?

e^t, also known as the exponential function, is often used in nonlinear DEs because it represents a quantity that grows or decays at an exponential rate. This is useful in modeling many real-world phenomena, such as population growth or radioactive decay.

3. How do you solve a nonlinear DE with e^t?

Solving a nonlinear DE with e^t typically involves using advanced mathematical techniques, such as power series, Frobenius method, or Laplace transform. However, for some simple cases, it may be possible to find an analytical solution using separation of variables or substitution methods.

4. What are some applications of nonlinear DEs with e^t?

Nonlinear DEs with e^t have many real-world applications, including in physics, biology, economics, and engineering. They can be used to model complex systems and predict their behavior over time. For example, they can be used to study the spread of diseases, the growth of populations, or the dynamics of chemical reactions.

5. What are the challenges in studying nonlinear DEs with e^t?

Nonlinear DEs with e^t can be more difficult to solve and analyze compared to linear DEs. This is because they often lack analytical solutions and require advanced mathematical techniques. Additionally, they can exhibit chaotic behavior, making it challenging to predict their long-term behavior.

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