What are constant coefficients in ODEs?

In summary: There are a few types, depending on the form of the unknown function:Functional ODEs: y'' = f(x)Linear ODEs: y'' = a_0(x)+a_1(x)+...+a_n(x)Nonlinear ODEs: y'' = a_0(x)+a_1(x)+...+a_n(x)+P(x)*Q(x)+R(x)Functional ODEs: y'' = f(x)Linear ODEs: y'' = a_0(x)+a_1(x)+...+a_n(x)
  • #1
autodidude
333
0
It says on Wikipedia in the article on differential equations that: 'a differential equation is linear if the unknown function and its derivatives appear to the power 1 (products are not allowed) and nonlinear otherwise'

Are these products between any of the variables that appear? So, are products between derivatives, the unknown function AND the independent variable not allowed or is it just between the derivatives and unknown functions?

In a book on ODEs I found in the library, it says:

..the general form linear ordinary differential equation of order n is
[tex]a_0(x)y^{(n)}+a_1(x)y^{(n-1)}+...}a_n(x)y=g(x)[/tex]

[tex]a_n(x)[/tex] are coefficients which are functions of x...so can these be any random function of x that doesn't really relate to the unknown function we're trying to find? Are they usually constants?

And what is the g(x) on the RHS?

Thanks
 
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  • #2
See this page for some additional discussion on terminology -
http://hyperphysics.phy-astr.gsu.edu/hbase/diff.html#c6
http://hyperphysics.phy-astr.gsu.edu/hbase/diff.html
http://hyperphysics.phy-astr.gsu.edu/hbase/de.html#deh
http://hyperphysics.phy-astr.gsu.edu/hbase/math/spfun.html#c1

Linear means that the derivatives are of order one, e.g., y''', y'', y' or the function y, as cited in your example. There are not powers > 1, e.g., (y')n, and no products, e.g., y y' or y' y''.

The coefficients are functions of the independent variable, e.g., a(x) = x, or 1/x, or x2, or they can be constants.

In one's example, g(x) is a source term or forcing function (which makes more sense if x = t), and y(x) would be expressed as some function of g(x) and the coefficients of the derivatives of yi and y.

Here is a good reference on differential equations - http://tutorial.math.lamar.edu/Classes/DE/DE.aspx
 
  • #3
I'm not sure what you mean by forcing function...but if we had something like

y''+sin(x+y)=sin(x)

Would sin(x) be the g(x)? If we had known additional functions of x that aren't coefficients of the unknown function or the derivatives, then they would be part of the g(x) too?
 
  • #4
y''+sin(x+y)=sin(x) is NOT a linear ODE because sin(x+y) is not a linear function of y.
y''+sin(x+y)=0 is NOT a linear ODE because sin(x+y) is not a linear function of y.
y''+sin(y)=sin(x) is NOT a linear ODE because sin(y) is not a linear function of y.
y''+sin(y)=0 is NOT a linear ODE because sin(y) is not a linear function of y.

y''+sin(x)*y=sin(x) is a linear ODE because sin(x)*y is a linear function of y
.
 
  • #5
autodidude said:
I'm not sure what you mean by forcing function...but if we had something like

y''+sin(x+y)=sin(x)

Would sin(x) be the g(x)? If we had known additional functions of x that aren't coefficients of the unknown function or the derivatives, then they would be part of the g(x) too?
The nonlinearity was addressed in the previous post.

Besides linearity, one has homogenous and non-homogenous differential equations.

y'' + P(x) y' + Q(x) y = R(x) is nonhomogenous, if R(x) ≠ 0, and

y'' + P(x) y' + Q(x) y = 0 is a homogenous differential equation.

There are many special types of ODEs: http://mathworld.wolfram.com/OrdinaryDifferentialEquation.html

http://mathworld.wolfram.com/Second-OrderOrdinaryDifferentialEquationSecondSolution.html

ODEs with constant coefficients are fairly simple.
 

1. What is a linear ODE?

A linear ODE, or ordinary differential equation, is an equation that involves a dependent variable and its derivatives, with the highest derivative having a power of 1. The equation can be written in the form of y′(x) + p(x)y(x) = g(x), where p(x) and g(x) are functions of x.

2. What is the difference between a linear and a nonlinear ODE?

A linear ODE has the highest derivative raised to the power of 1, while a nonlinear ODE has the highest derivative raised to a power greater than 1. This means that a nonlinear ODE is more complex and typically more difficult to solve compared to a linear ODE.

3. How can I identify a linear ODE?

A linear ODE can be identified by the fact that the dependent variable and its derivatives are only multiplied by constants or functions of x, and there are no products or powers of the dependent variable or its derivatives. Additionally, the highest derivative is raised to the power of 1.

4. What are some real-world applications of linear ODEs?

Linear ODEs are used to model many natural phenomena, such as population growth, chemical reactions, and electrical circuits. They are also used in engineering and physics to describe motion, heat transfer, and fluid flow.

5. How do you solve a linear ODE?

The general solution to a linear ODE involves finding a particular solution and a complementary solution. The particular solution is found by using a method such as separation of variables or variation of parameters. The complementary solution is found by solving the associated homogeneous equation. The general solution is then a combination of these two solutions.

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