Is this matrix exponentiation method correct?

  • Thread starter Jhenrique
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In summary, the correct step by step process for this problem is to first use the definition of ##\exp## as a power series, then use the fact that matrices commute with scalar multiplication, and finally use the fact that the matrices in the exponential are diagonalizable.
  • #1
Jhenrique
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Is correct my step by step below?

[tex]
\begin{aligned}
\exp \left (\begin{bmatrix} a_{11} & a_{12} \\ a_{21} & a_{22} \\ \end{bmatrix} \right ) &= \exp \left ( a_{11} \begin{bmatrix} 1 & 0 \\ 0 & 0 \\ \end{bmatrix} + a_{22} \begin{bmatrix} 0 & 0 \\ 0 & 1 \\ \end{bmatrix} + a_{12} \begin{bmatrix} 0 & 1 \\ 0 & 0 \\ \end{bmatrix} + a_{21} \begin{bmatrix} 0 & 0 \\ 1 & 0 \\ \end{bmatrix} \right ) \\
& = \exp\left ( \begin{bmatrix} 1 & 0 \\ 0 & 0 \\ \end{bmatrix} \right )^{a_{11}} \exp\left ( \begin{bmatrix} 0 & 0 \\ 0 & 1 \\ \end{bmatrix} \right )^{a_{22}} \exp\left ( \begin{bmatrix} 0 & 1 \\ 0 & 0 \\ \end{bmatrix} \right )^{a_{12}} \exp\left ( \begin{bmatrix} 0 & 0 \\ 1 & 0 \\ \end{bmatrix} \right )^{a_{21}} \\
&= \begin{bmatrix} 1 & 1 \\ 1 & 0 \end{bmatrix}^{a_{11}} \begin{bmatrix} 0 & 1 \\ 1 & 1 \end{bmatrix}^{a_{22}} \begin{bmatrix} 1 & 1 \\ 0 & 1 \end{bmatrix}^{a_{12}} \begin{bmatrix} 1 & 0 \\ 1 & 1 \end{bmatrix}^{a_{21}}
\end{aligned}[/tex]
 
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  • #2
Hi Jhenrique! :smile:

Hint:

i] what is exp##\begin{bmatrix} a & 0 \\ 0 & a \\ \end{bmatrix}## ? what is exp##\begin{bmatrix} 0 & a \\ a & 0 \\ \end{bmatrix}## ?

ii] do your final matrices commute? :wink:
 
  • #3
Jhenrique, I fixed your LaTeX so it doesn't spill across the screen.

The answer to your question is no. You made multiple errors. Your second line erroneously assumes ##\exp(A+B) = \exp(A)\exp(B)## and also erroneously assumes ##\exp(sA)=\exp(A)^s##.
 

1. What is the purpose of calculating the exponential of a matrix?

The exponential of a matrix is used to solve systems of linear differential equations, which have applications in many areas of science and engineering.

2. How is the exponential of a matrix calculated?

The exponential of a matrix is calculated using the Taylor series expansion or the diagonalization method.

3. What are the properties of the exponential of a matrix?

The exponential of a matrix has the properties of linearity, associativity, and commutativity.

4. Can the exponential of a non-square matrix be calculated?

No, the exponential of a matrix can only be calculated for square matrices.

5. What are some real-world applications of the exponential of a matrix?

The exponential of a matrix is used in fields such as physics, chemistry, economics, and biology to model and predict the behavior of systems over time.

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