What is the Definition of a Linear ODE?

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Discussion Overview

The discussion revolves around the definition of linear ordinary differential equations (ODEs), particularly focusing on the characteristics that classify an ODE as linear. Participants explore the implications of the linear form and the underlying mathematical principles.

Discussion Character

  • Conceptual clarification
  • Technical explanation
  • Debate/contested

Main Points Raised

  • One participant states that a linear ODE must have the form (dy/dt) + p(t)y = g(t) but expresses confusion about what makes it linear.
  • Another participant provides a more general form of a linear ODE, indicating that it includes higher-order derivatives and coefficient functions.
  • A participant questions the meaning of 'linear' in this context, wondering if it implies that the graph of the equation is always a straight line.
  • One participant outlines properties of linear ODEs, noting that if y(x) is a solution, then ay(x) is also a solution for any constant a, and that the sum of two solutions is also a solution.
  • A further explanation connects linear ODEs to the concept of linear vector spaces and linear transformations, suggesting that understanding these concepts is essential for studying differential equations.

Areas of Agreement / Disagreement

Participants express varying levels of understanding and agreement on the definition and implications of linear ODEs. There is no consensus on the clarity of the term 'linear' as it relates to the graphical representation of solutions.

Contextual Notes

Some participants highlight the need for a deeper understanding of linear vector spaces and transformations to fully grasp the concept of linearity in ODEs. There may be unresolved assumptions regarding the definitions and properties discussed.

Who May Find This Useful

This discussion may be useful for students learning about ordinary differential equations, particularly those seeking clarification on the concept of linearity and its implications in mathematical contexts.

JeweliaHeart
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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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That is only 1st order, a more general linear ODE would be

\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

The linear operator here is the series of integer derivatives on y. The A's are the coefficient functions (like your p(t)).
 
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?
 
A linear ODE, is an ODE that has the following properties:
1- If y(x) is one of its solutions, so is ay(x) for constant a.
2- If y_1(x) and y_2(x) are two of its solutions, y_1(x)+y_2(x) is also a solution.
 
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".)
 

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