Is This ODE Linear or Non-Linear?

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In summary, the question asks if the given ODE with its given functions is linear or non-linear. The answer is that it is non-linear, as the functions are not written as a linear combination. A linear ODE can also be written in an operator form, where the given ODE does not fit that form.
  • #1
rpardo
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Hey guys,

I have a pretty simple question but I can't seem to find the answer anywhere.
is

y''+xy'-5=(x^2)(e^y)

linear or non-linear

I believe it is non-linear due to the e^y. But i am not too sure.

Thanks in advance for your help
You guys are great.
 
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  • #2
Maybe an easy way to think about it is to consider the concept of a linear combination. If f1, f2, ..., fn are given functions, then a linear combination is another function of the form c1f1 + c2f2 + ... + cnfn.

You have y'', y' and y, which are not written as a linear combination in your ODE, therefore it is not linear. Note that in a linear ODE, the coefficients do not have to be constant. Something like y(n) + a1(t)y(n-1) + ... an-1(t)y' + an(t)y = f(t) is also linear.

A linear ODE can also be written in an operator form, for example y'' + 5y' + 3y = 0 <==> (D2 + 5D + 3)y = 0, where D is the derivative operator.
 
  • #3
rpardo said:
I believe it is non-linear due to the e^y.

:approve:
 

1. What is the difference between a linear and non-linear ODE?

A linear ODE is an equation in which the dependent variable and its derivatives appear only in a linear form. This means that the dependent variable is raised to the power of one and multiplied by a coefficient. Non-linear ODEs, on the other hand, involve the dependent variable and its derivatives in non-linear forms, such as being raised to a power other than one or being multiplied by a function.

2. How do you determine if an ODE is linear or non-linear?

To determine if an ODE is linear or non-linear, you can check the form of the equation. If the dependent variable and its derivatives appear only in a linear form, then the ODE is linear. If the dependent variable and its derivatives appear in non-linear forms, then the ODE is non-linear.

3. What is the significance of classifying an ODE as linear or non-linear?

The classification of an ODE as linear or non-linear has important implications for how to solve the equation. Linear ODEs have well-defined methods for solving them analytically, while non-linear ODEs often require numerical methods for approximation. Additionally, linear ODEs have unique solutions, while non-linear ODEs may have multiple solutions or no solutions at all.

4. Can an ODE be both linear and non-linear?

No, an ODE cannot be both linear and non-linear. It is either one or the other based on the form of the equation. However, a system of ODEs can contain both linear and non-linear equations.

5. How do you know which type of ODE to use for a specific problem?

The type of ODE used for a specific problem depends on the nature of the problem itself. Linear ODEs are often used for modeling physical systems with known parameters, while non-linear ODEs are better suited for more complex systems with unknown parameters. It is important to carefully consider the problem and the variables involved in order to determine which type of ODE is most appropriate.

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