Derivative of the exponential map for matrices

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Homework Help Overview

The discussion revolves around finding the derivative of the exponential map for matrices, specifically exploring the expression exp'(0)B = B for all n by n matrices B. The context includes the series representation of the matrix exponential.

Discussion Character

  • Exploratory, Conceptual clarification, Mathematical reasoning

Approaches and Questions Raised

  • Participants discuss the limit of a series and the appropriate series to calculate for the derivative. There is an exploration of whether to differentiate with respect to a variable or if a matrix is a function of a variable. Some suggest using the power series representation of the exponential function and differentiating term by term.

Discussion Status

The discussion is active, with participants raising questions about the differentiation variable and suggesting different approaches to the limit calculation. There is a recognition of the need for clarity in notation and the justification for term-by-term differentiation.

Contextual Notes

Participants are navigating potential ambiguities in notation and the definitions of the variables involved, which may affect the interpretation of the derivative being sought.

tolain
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Homework Statement


exp^\prime(0)B=B for all n by n matrices B.


Homework Equations


exp(A)= \sum_{k=0}^\infty A^k/k!


The Attempt at a Solution


Obviously I want to calculate the limit of some series, but I don't know what series to calculate. I wanted to try \lim_{h \to 0}(\exp(hB)-exp(0))/h, but I'm not sure if that's right. I feel like that's just taking the directional derivative, and not the entire derivative of exp. I'm just a little lost right now, and all would I like is not even solution but just help in pointing me in the right direction as to which limit I should be expliciting calculating.
 
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First, what variable are you differentiating with respect to?

do you mean the derivative w.r.t. some variable, say t, of the exponential matrix function
e^{At}

or is A perhaps a function of some variable say t, A = A(t)?
 
tolain said:
I wanted to try \lim_{h \to 0}(\exp(hB)-exp(0))/h

That's good. But you can also write \exp (Bt) as a power series an differentiate this power series term by term at t=0 (you would have to justify that differentiating term by term is ok here).

P.S. No. That's not good. Your notation suggest something else, a different meaning. You probably want to show that for any matrix A you have

\frac{d}{dt}\exp (B+tA)|_{t=0}=\exp(B).

That is

\lim_{h\rightarrow 0}\left(\exp(B+hA)-\exp(B)\right)=\exp(B)

The notation is not clear - see the previous comment by lanedance.
 
Last edited:
yeah so i think you want to look at
(\frac{d}{dt}e^{Bt})|_{t=0}
 

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