What is the Definition of a Linear ODE?

In summary, a linear ODE is an equation that has the following properties: if y(x) is one of its solutions, so is ay(x) for constant a. If y_1(x) and y_2(x) are two of its solutions, y_1(x)+y_2(x) is also a solution.
  • #1
JeweliaHeart
68
0
I am learning how to solve 1st order linear ODEs using the integrating factor.However, I run into confusion at the definition of a linear ODE.

According to a reliable source, a linear ODE must have the form:

(dy/dt) + p(t)y= g(t)

I don't understand what it means for an ODE to be linear or why the formula above makes an ODE linear.
 
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  • #2
That is only 1st order, a more general linear ODE would be

[tex]\frac{d^n y}{dt^n} + A_1 \frac{d^{n-1} y}{dt^{n-1}} + ... + A_{n-1} \frac{dy}{dt} + A_n y[/tex]

The linear operator here is the series of integer derivatives on y. The A's are the coefficient functions (like your p(t)).
 
  • #3
Okay. I guess what I am really asking is why 'linear' is used to describe this form. Does it mean that every time you graph the equation you get a curve in the shape of a line? If so, why?
 
  • #4
A linear ODE, is an ODE that has the following properties:
1- If [itex] y(x) [/itex] is one of its solutions, so is [itex] ay(x) [/itex] for constant a.
2- If [itex] y_1(x) [/itex] and [itex] y_2(x) [/itex] are two of its solutions, [itex] y_1(x)+y_2(x) [/itex] is also a solution.
 
  • #5
In general "linear vector spaces" (which is, in essence the basic study of "linearity") a "linear transformation" is a function v= f(u) that maps one vector space to another with the properties that
a) f(u+ v)= f(u)+ f(v)
b) f(au)= af(u) where a is a number.

The set of all functions itself, with the usual addition and multiplication by a number, forms a vector space and the linear differential operators are the "linear transformations" for that vector space.

That means that dealing with linear differential equations, we have the entire theory of "linear vector spaces" to work with. (And is why "Linear Algebra" should be a pre-requisite to "Differential Equations".)
 

Related to What is the Definition of a Linear ODE?

What is a Linear ODE?

A Linear ODE, or Linear Ordinary Differential Equation, is a mathematical equation that describes the relationship between an unknown function and its derivatives. It is linear because the dependent variable and its derivatives appear in the equation with a power of one and there are no products or compositions of the dependent variable or its derivatives.

What is the general form of a Linear ODE?

The general form of a Linear ODE is: y(n) + an-1(x)y(n-1) + ... + a1(x)y' + a0(x)y = g(x), where y(x) is the unknown function, n is the highest order of derivative, and a0, a1, ..., an-1 are coefficients that may depend on x.

What is a solution of a Linear ODE?

A solution of a Linear ODE is a function that satisfies the equation and its initial or boundary conditions. In other words, when the solution is substituted into the equation, it makes the equation true.

What are initial and boundary conditions?

Initial conditions are values of the unknown function and its derivatives at a specific point, usually denoted as x0. Boundary conditions are values of the unknown function and its derivatives at the boundaries of the domain, which can be either a specific point or a range of points.

What are some real-world applications of Linear ODEs?

Linear ODEs are widely used in physics, engineering, and other sciences to model various phenomena, such as population growth, chemical reactions, and electrical circuits. They are also used in economics and finance to understand and predict market trends and in biology to model biological processes and interactions.

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