What Are the Eigenvalues and Eigenvectors of Derivative Linear Transformations?

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The discussion focuses on finding the eigenvalues and eigenvectors of the linear transformation T defined by T(f) = f' for functions in the vector space V. The key point is that the eigenfunctions must satisfy the equation f' = eigenvalue x f, leading to the differential equation df/dx = λf, which suggests that exponential functions may be the solutions. Additionally, for the transformation T(f) = f'', it is established that every real number can be an eigenvalue, implying that the eigenspace is broader than initially considered. The conversation highlights the need to solve these differential equations to identify the specific forms of the eigenfunctions. Understanding these transformations is crucial for deeper insights into linear differential equations.
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Homework Statement


Let V be the vector space of all functions f: R->R which can be differentiated arbitrarily many times.
a)Let T:V->V be the linear transformation defined by T(f) = f'. Find the (real) eigenvalues and eigenvectors of T. More precisely, for each real eigenvalue describe the eigenspace of T corresponding to the eigenvalue. (Since the elements of the vector space are functions, some people would use the term eigenfunction instead of eigenvector
b)Now let T:V->V be the linear transformation defined by T(f) = f''. Prove that every real number eigenvalue is an eigenvalue of T


The Attempt at a Solution


I don't really know where to start :S
The eigenvectors should be functions f where
T(f) = eigenvalue x f
So, f' = eigenvalue x f
What do I do from here? I can't expand it cos I don't know the form of f(x)
 
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Well I can think of a class of functions for which f(n) = \lambdaf. Though I don't know if they are the only possible types of functions which satisfy this property.
 
Would that be the exponential functions?
 
In other words, you need to solve the differential equations df/dx= \lambda f and d^f/dx^2= \lambda f. That shouldn't be too hard.
 
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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