Factorizing and Finding Independent Solutions in ODEs

  • Thread starter Thread starter unscientific
  • Start date Start date
  • Tags Tags
    Ode
Click For Summary
SUMMARY

This discussion focuses on the factorization of ordinary differential equations (ODEs) and the derivation of independent solutions. The specific equation analyzed is d²y/dx² - 2m dy/dx + m²y = 0, where the solution y = e^{mx} is established through the characteristic equation (r - m)² = 0. The second independent solution is identified as y = xe^{mx}, which is derived using the method of reduction of order. The discussion emphasizes that the solutions to a second-order linear homogeneous differential equation form a vector space of dimension 2, thus confirming the uniqueness of independent solutions.

PREREQUISITES
  • Understanding of ordinary differential equations (ODEs)
  • Familiarity with characteristic equations and their solutions
  • Knowledge of the method of reduction of order
  • Basic concepts of vector spaces in the context of differential equations
NEXT STEPS
  • Study the method of reduction of order in depth
  • Learn about the theory of linear differential equations and their solution spaces
  • Explore the implications of repeated roots in characteristic equations
  • Practice solving various second-order linear homogeneous differential equations
USEFUL FOR

Students and educators in mathematics, particularly those studying ordinary differential equations, as well as professionals seeking to deepen their understanding of linear differential equations and their solutions.

unscientific
Messages
1,728
Reaction score
13

Homework Statement



I'm currently taking a course on ordinary differential equations. I am now reading through the lecture slides but I'm not really sure about the " factorising the equation " part onwards:

25kmyrk.png

35k797n.png


Homework Equations





The Attempt at a Solution



I'm not sure what is the point of trying to factorize the differential equation and how the CF is made up of exponentials..

Secondly, how did they simply decide that x*emx gives an independent solution? Why not x2emx then?
 
Physics news on Phys.org
First, the "factorizing" is an "operator" method using that fact that we can treat repeated derivatives (as long as the coefficients are constants) as if they were products and so get a symbolic way of reducing the equation to a series of first order equations.

Second, If we have a differential equation of the form [itex]d^2y/dx- 2m dy/dx+ m^2y= 0[/itex] so that "trying" a solution of the form [itex]y= e^{rx}[/itex] reduces the equation to [itex]r^2 e^{rx}- 2mr e^{rx}+ m^2e^rx= e^{rx}(r^2- 2mr+ m^2)= e^{rx}(r- m)^2= 0[/itex] and, since [itex]e^{mx}[/itex] is never 0, we must have [itex](r- m)^2= 0[/itex] which, of course, has the single root r= m. That tells us immediately that [itex]y= e^{mx}[/itex] is a solution to the differential equation. Of course, because this is a second order linear, homogeneous solution, we need a second independent solution to be able to write the general solution.

It is easy to see, by checking, that [itex]y= xe^{mx}[/itex] is a solution: if [itex]y= xe^{mx}[/itex] then [itex]dy/dx= e^{mx}+ mxe^{mx}[/itex] and [itex]d^2y/dx^2= 2me^{mx}+ m^2xe^{mx}[/itex] so that [itex]d^2y/dx^2- 2m dy/dx+ m^2y= (2me^{mx}+ m^2xe^{mx})- 2m(e^{mx}+ mxe^{mx})+ xe^{mx}= (m^2xe^{mx}- 2m^2xe^{mx}+ m^2e^{mx})+ (2me^{mx}- 2me^{mx})= 0[/itex].

We can then appeal to the theory, that the set of all solutions to a second order linear homogeneous differential equation form a vector space of dimension 2 and so can be spanned by two independent solutions, to see that there cannot be other independent solutions.

And, of course, we see, by direct substitution, that is [itex]y= x^2e^{mx}[/itex] then [itex]dy/dx= 2xe^{mx}+ mx^2e^{mx}[/itex] and [itex]d^2y/dx^2= 2e^{mx}+ 4mxe^{mx}+ m^2x^2e^{mx}[/itex] and the equation becomes [itex](2e^{mx}+ 4mxe^{mx}+ m^2x^2e^{mx})- 2m(2xe^{mx}+ mx^2e^{mx})+ m^2x^2e^{mx}= (m^2x^2e^{mx}- 2^2x^2e^{mx}+ m^2x^2e^{mx})+ (4mxe^{mx}- 4mxe^{mx})+ (2e^{mx}= 2e^{mx}[/itex], not 0.

How would we know in advance that worked? Experience- and they are trying to save you the time required to get that experience.
 

Similar threads

Replies
9
Views
2K
  • · Replies 2 ·
Replies
2
Views
3K
  • · Replies 5 ·
Replies
5
Views
2K
  • · Replies 2 ·
Replies
2
Views
1K
Replies
1
Views
2K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 9 ·
Replies
9
Views
2K
Replies
2
Views
1K
  • · Replies 3 ·
Replies
3
Views
2K
  • · Replies 2 ·
Replies
2
Views
2K