Matrix Exponential and Taylor Expansion

Matrix Exponential and Taylor Expansion

Assessment

Interactive Video

Mathematics, Science

10th - 12th Grade

Hard

Created by

Emma Peterson

FREE Resource

The video tutorial explains how to compute the first three terms up to the second degree of the Taylor expansion for the matrix exponential of e to the power of TA, where A is a 2x2 matrix. It details the process of substituting the matrix into the Taylor series, squaring the matrix, and performing scalar multiplication. The tutorial concludes with an approximation of e to the power of 0.1A by substituting 0.1 for T and simplifying the expression.

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9 questions

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1.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the main objective of the problem discussed in the video?

To compute the first three terms of the Taylor expansion for a matrix exponential

To find the inverse of a matrix

To compute the determinant of a matrix

To solve a system of linear equations

2.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the definition of the matrix exponential used in the video?

e^A = A + A^2

e^A = I + A + A^2/2 + ...

e^A = A^2 + A^3

e^A = I + A^2 + A^3/3

3.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Which term is not included in the approximation of the matrix exponential?

The second term

The third term

The fourth term

The first term

4.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the result of squaring the given 2x2 matrix?

A matrix with entries 4, 6, 4, 4

A matrix with entries 10, 12, 8, 10

A matrix with entries 12, 14, 10, 12

A matrix with entries 8, 10, 6, 8

5.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What operation is performed after squaring the matrix in the video?

Matrix subtraction

Matrix inversion

Scalar multiplication

Matrix transposition

6.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the coefficient of t^2 in the first row of the approximated matrix exponential?

6

5

4

3

7.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the coefficient of t in the second row of the approximated matrix exponential?

3

2

4

1

8.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the approximate value of e^(0.1A) in the first row of the matrix?

1.00 and 0.30

1.25 and 0.36

1.50 and 0.40

1.10 and 0.35

9.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the approximate value of e^(0.1A) in the second row of the matrix?

0.30 and 1.30

0.24 and 1.25

0.25 and 1.15

0.20 and 1.20