Solve Linear Algebra Problem with Invertible Matrix - Finding Matrix B(t)

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Homework Help Overview

The discussion revolves around finding a matrix B(t) such that e^{tA} = PB(t)P^{-1}, given that A = PMP^{-1} where M is a specific matrix. The context is linear algebra, particularly focusing on matrix exponentials and properties of invertible matrices.

Discussion Character

  • Exploratory, Mathematical reasoning, Problem interpretation

Approaches and Questions Raised

  • Participants explore the relationship between A and M, considering the implications of A = PBP^{-1} and the properties of matrix exponentials. There is discussion about decomposing M into a diagonal and nilpotent matrix to facilitate the computation of the exponential.

Discussion Status

Several participants have engaged in back-and-forth clarifications regarding the formulation of B(t). Some have provided insights into the structure of the matrices involved, while others have attempted to verify their expressions for B(t) based on the properties of nilpotent matrices.

Contextual Notes

Participants express challenges due to perceived inadequacies in instructional materials and seek clarification on specific steps in the computation process. There is an emphasis on ensuring correct formulations and understanding the properties of the matrices involved.

motherh
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Hey guys, I'm having problems with a question.

Let P be an invertible matrix and assume that A = PMP[itex]^{-1}[/itex]. Where M is

M = [{3,1,0}{0,3,0}{0,0,2}]

Find a matrix B(t) such that e[itex]^{tA}[/itex] = PB(t)P[itex]^{-1}[/itex].

Now this might be an easy problem, but I really have no idea what to do because my lecturer is so bad and the book for the course doesn't cover this material.

I have seen something about A= PBP[itex]^{-1}[/itex] implying e[itex]^{tA}[/itex] = Pe[itex]^{tB}[/itex]P[itex]^{-1}[/itex] so I have tried computing the exponential of M, but to no avail. Any advice is much appreciated.
 
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motherh said:
Hey guys, I'm having problems with a question.

Let P be an invertible matrix and assume that A = PMP[itex]^{-1}[/itex]. Where M is

M = [{3,1,0}{0,3,0}{0,0,2}]

Find a matrix B(t) such that e[itex]^{tA}[/itex] = PB(t)P[itex]^{-1}[/itex].

Now this might be an easy problem, but I really have no idea what to do because my lecturer is so bad and the book for the course doesn't cover this material.

I have seen something about A= PBP[itex]^{-1}[/itex] implying e[itex]^{tA}[/itex] = Pe[itex]^{tB}[/itex]P[itex]^{-1}[/itex] so I have tried computing the exponential of M, but to no avail. Any advice is much appreciated.

Yes, matrix exponential. This problem is fairly easy because you can split Mt into the sum of a diagonal matrix D and an offdiagonal matrix N which is nilpotent. And they commute with each other. So you can use exp(D+N)=exp(D)exp(N). Finding the exponential of each matrix is pretty easy.
 
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Thank you so much, you hero! Just to check I haven't gone completely wrong, should I have

B(t) = e[itex]^{2t}[/itex]*[{e[itex]^{t}[/itex],e[itex]^{t}[/itex],0}{0,e[itex]^{t}[/itex],0}{0,0,1}]?
 
motherh said:
Thank you so much, you hero! Just to check I haven't gone completely wrong, should I have

B(t) = e[itex]^{2t}[/itex]*[{e[itex]^{t}[/itex],e[itex]^{t}[/itex],0}{0,e[itex]^{t}[/itex],0}{0,0,1}]?

Close, but no cigar. That's only correct for t=1. Your nilpotent matrix is N={[0,t,0],[0,0,0],[0,0,0]}. What's exp(N)?
 
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Aha, of course! I think I see where I went wrong. Is it

B(t) = e[itex]^{2t}[/itex]*[{e[itex]^{t}[/itex],t*e[itex]^{t}[/itex],0}{0,e[itex]^{t}[/itex],0}{0,0,1}]?
 
motherh said:
Aha, of course! I think I see where I went wrong. Is it

B(t) = e[itex]^{2t}[/itex]*[{e[itex]^{t}[/itex],t*e[itex]^{t}[/itex],0}{0,e[itex]^{t}[/itex],0}{0,0,1}]?

Yup!
 
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Thank you so much, I really appreciate it!
 

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