Choosing Free Variable for Generalized Eigenvector

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The discussion centers on the choice of free variables when solving for generalized eigenvectors in the context of repeated eigenvalues. It is clarified that while both choices of free variables may seem valid, the dimensionality of the eigenspace plays a crucial role. The participants conclude that the eigenspace is actually one-dimensional, spanned by a single vector, and that the choice of parameter does not affect the linear independence of the vectors. It is noted that the eigenspace is annihilated by (A+1), while the other basis vector is annihilated by (A+1)^2. Ultimately, understanding the structure of the eigenspace is essential for correctly determining the free variable.
rugerts
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Homework Statement
Find general solution of DE
Relevant Equations
Eigenvector and eigenvalue eqns
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As you can see from my eigenvalues, here I've got a repeated roots problem. I'm wondering if it matters which variable I can choose to be the free variable when I'm solving for the generalized eigenvector. I think both are equally valid but they look different from one another and I'd like to know the reason behind why either choice would be fine.
Thanks for your time
 
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I think you have a typo in your last matrix at ##(1,1)## and thus wrong eigenvectors.

Anyway, we have a two dimensional eigenspace to the eigenvalue ##-1##, so the eigenvectors span the entire vector space. How you set the parameter doesn't matter, as long as you keep the linear independent.
 
If the eigenspace is the entire space, there's no reason not to use the standard basis.
 
pasmith said:
If the eigenspace is the entire space, there's no reason not to use the standard basis.
You are right and i was wrong. We have only a one dimensional eigenspace, spanned by a single vector.
The eigenspace is annihilated by ##(A+1)## whereas the other basis vector of ##\mathbb{R}^2## is only annihilated by ##(A+1)^2##.

##\operatorname{ker}(A+1)= \operatorname{span}(1,\frac{1}{2})## and ##\operatorname{ker}(A+1)^2 = \mathbb{R}^2##
 
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Question: A clock's minute hand has length 4 and its hour hand has length 3. What is the distance between the tips at the moment when it is increasing most rapidly?(Putnam Exam Question) Answer: Making assumption that both the hands moves at constant angular velocities, the answer is ## \sqrt{7} .## But don't you think this assumption is somewhat doubtful and wrong?

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