Linear Algebra Eigenspace Question

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SUMMARY

The discussion focuses on finding bases for the 0-eigenspace and 1-eigenspace of the linear operator T: C∞(R)→C∞(R), defined by T(f) = f''''. The basis for the 0-eigenspace consists of all polynomials in P3, as their fourth derivatives yield zero. For the 1-eigenspace, the correct interpretation is that it includes functions that map to themselves under T, not simply polynomials in P4. The solution involves recognizing that infinitely differentiable functions can be expressed as power series, leading to a more comprehensive understanding of the eigenspaces.

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  • Understanding of linear operators in functional analysis
  • Knowledge of eigenspaces and eigenvalues
  • Familiarity with the concept of derivatives, particularly fourth derivatives
  • Basic understanding of power series and polynomial functions
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Homework Statement


Let T: C∞(R)→C∞(R) be given by T(f) = f'''' where T sends a function to the fourth derivative.

a) Find a basis for the 0-eigenspace.
b) Find a basis for the 1-eigenspace.


The Attempt at a Solution



I just want to verify my thought process for this problem. For a), finding the basis for the 0-eigenspace, essentially I needed to find a basis for the vectors v in V such that T(v) = 0v .

So, would the basis for this 0-eigenspace be all polynomials in P3? If you solve the fourth derivative of any polynomial in P3, you will get 0.

As for b), when finding the basis for the 1-eigenspace, we need to find a basis for the vectors v in V such that T(v) = 1v, or that after solving the fourth derivative, you get a function that is equal to 1? Is this the correct logic? So would the basis for the 1-eigenspace be any polynomial in P4?

Thanks much for your help.
 
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The 1 eigenspace is vectors that map to themselves. Not to the vector 1.
 
If by ##C^∞## you mean the space of all infinitely differentiable functions, then there are a lot more than polynomials around.

Let ##f \in C^∞##. Look at the power series: ##f(x) = ∑_{i=0}^{∞} a_i x^i##. If the fourth derivative of ##f## is 0, then you have that ##a_i = 0## for ##i \geq 4##. Thus the choice of ##a_0, a_1, a_2, a_3## determines ##f## in the 0-eigenspace. Using this, can you come up with a basis? (It will have 4 functions in it).
 

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