write the Matrix exponential For to show why ett - fet o #* = [6* > ] O A = [1 2] 3

Advanced Engineering Mathematics
10th Edition
ISBN:9780470458365
Author:Erwin Kreyszig
Publisher:Erwin Kreyszig
Chapter2: Second-order Linear Odes
Section: Chapter Questions
Problem 1RQ
icon
Related questions
Question

to show why (e^(At))=the shown matrix, write the matrix exponential (as an infinite sum) for the system of differential equations given in matrix form for the first coefficient matrix.

**Matrix Exponential Example**

In this task, we explore the matrix exponential to demonstrate why \( e^{At} \) results in a specific form. 

Given a matrix \( A \):

\[ A = \begin{bmatrix} 1 & 0 \\ 0 & 3 \end{bmatrix} \]

We aim to show that:

\[ e^{At} = \begin{bmatrix} e^t & 0 \\ 0 & e^{3t} \end{bmatrix} \]

### Explanation

The exponential of a matrix \( A \), denoted as \( e^{At} \), is defined as the power series:

\[ e^{At} = I + At + \frac{(At)^2}{2!} + \frac{(At)^3}{3!} + \cdots \]

For a diagonal matrix \( A \), such as the one given, the matrix exponential can be computed by exponentiating each of the diagonal elements separately.

**Matrix Exponential Calculation:**

1. **Diagonal Elements**: 
   - The element in the first row and column of matrix \( A \) is 1, leading to \( e^{1 \cdot t} = e^t \).
   - The element in the second row and column is 3, leading to \( e^{3 \cdot t} = e^{3t} \).

2. **Off-Diagonal Elements**:
   - The off-diagonal elements remain 0 since matrix \( A \) has 0's in those positions.

Thus, by exponentiating the diagonal elements independently, the resulting matrix exponential \( e^{At} \) is:

\[ e^{At} = \begin{bmatrix} e^t & 0 \\ 0 & e^{3t} \end{bmatrix} \]

This concise representation demonstrates the power of computing the matrix exponential for diagonal matrices.
Transcribed Image Text:**Matrix Exponential Example** In this task, we explore the matrix exponential to demonstrate why \( e^{At} \) results in a specific form. Given a matrix \( A \): \[ A = \begin{bmatrix} 1 & 0 \\ 0 & 3 \end{bmatrix} \] We aim to show that: \[ e^{At} = \begin{bmatrix} e^t & 0 \\ 0 & e^{3t} \end{bmatrix} \] ### Explanation The exponential of a matrix \( A \), denoted as \( e^{At} \), is defined as the power series: \[ e^{At} = I + At + \frac{(At)^2}{2!} + \frac{(At)^3}{3!} + \cdots \] For a diagonal matrix \( A \), such as the one given, the matrix exponential can be computed by exponentiating each of the diagonal elements separately. **Matrix Exponential Calculation:** 1. **Diagonal Elements**: - The element in the first row and column of matrix \( A \) is 1, leading to \( e^{1 \cdot t} = e^t \). - The element in the second row and column is 3, leading to \( e^{3 \cdot t} = e^{3t} \). 2. **Off-Diagonal Elements**: - The off-diagonal elements remain 0 since matrix \( A \) has 0's in those positions. Thus, by exponentiating the diagonal elements independently, the resulting matrix exponential \( e^{At} \) is: \[ e^{At} = \begin{bmatrix} e^t & 0 \\ 0 & e^{3t} \end{bmatrix} \] This concise representation demonstrates the power of computing the matrix exponential for diagonal matrices.
Expert Solution
steps

Step by step

Solved in 4 steps with 4 images

Blurred answer
Similar questions
Recommended textbooks for you
Advanced Engineering Mathematics
Advanced Engineering Mathematics
Advanced Math
ISBN:
9780470458365
Author:
Erwin Kreyszig
Publisher:
Wiley, John & Sons, Incorporated
Numerical Methods for Engineers
Numerical Methods for Engineers
Advanced Math
ISBN:
9780073397924
Author:
Steven C. Chapra Dr., Raymond P. Canale
Publisher:
McGraw-Hill Education
Introductory Mathematics for Engineering Applicat…
Introductory Mathematics for Engineering Applicat…
Advanced Math
ISBN:
9781118141809
Author:
Nathan Klingbeil
Publisher:
WILEY
Mathematics For Machine Technology
Mathematics For Machine Technology
Advanced Math
ISBN:
9781337798310
Author:
Peterson, John.
Publisher:
Cengage Learning,
Basic Technical Mathematics
Basic Technical Mathematics
Advanced Math
ISBN:
9780134437705
Author:
Washington
Publisher:
PEARSON
Topology
Topology
Advanced Math
ISBN:
9780134689517
Author:
Munkres, James R.
Publisher:
Pearson,