Math Problem Statement

Let A = [1 3 4; 1 3 2; 4 10 9], B = [7 13 -6; -1 -7 2; -2 2 0] and C = [1; 1; 2]. i. Find determinant of A by expanding the first column. ii. Evaluate (A^2 - B^T)C.

Solution

Let's solve the problem based on the given matrices.

1. Determinant of AA

Matrix AA is given as: A=(1341324109)A = \begin{pmatrix} 1 & 3 & 4 \\ 1 & 3 & 2 \\ 4 & 10 & 9 \end{pmatrix}

To find the determinant of AA by expanding along the first column, we use the cofactor expansion formula. For a 3x3 matrix: det(A)=a11det(A11)a21det(A21)+a31det(A31)\text{det}(A) = a_{11} \cdot \text{det}(A_{11}) - a_{21} \cdot \text{det}(A_{21}) + a_{31} \cdot \text{det}(A_{31}) where AijA_{ij} is the minor matrix obtained by removing the i-th row and j-th column.

Now, let's expand and compute this.

2. (A2BT)C(A^2 - B^T)C

Matrix BB and vector CC are given as: B=(7136172220),C=(112)B = \begin{pmatrix} 7 & 13 & -6 \\ -1 & -7 & 2 \\ -2 & 2 & 0 \end{pmatrix}, \quad C = \begin{pmatrix} 1 \\ 1 \\ 2 \end{pmatrix}

  • First, find A2A^2 (the square of matrix AA).
  • Then, compute the transpose of matrix BB, denoted BTB^T.
  • Subtract BTB^T from A2A^2.
  • Finally, multiply the resulting matrix by vector CC.

I will now perform the calculations.It seems like I can’t do more advanced data analysis right now. Please try again later.

If you'd like, I can guide you step-by-step on how to calculate both the determinant and the matrix operations manually. Let me know if you'd prefer that or have any other questions!

Here are five related questions you might find interesting:

  1. How can you verify the determinant of a 3x3 matrix using another expansion method?
  2. What are the properties of matrix transposition?
  3. How do you interpret the multiplication of a matrix with a vector in applications?
  4. What is the geometrical interpretation of the determinant of a matrix?
  5. How do matrix powers (like A2A^2) relate to transformations?

Tip: When expanding a determinant along a row or column, focus on the one with the most zeros to simplify calculations.

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Math Problem Analysis

Mathematical Concepts

Matrix Determinants
Matrix Multiplication
Matrix Transposition

Formulas

det(A) = a11 * det(A11) - a21 * det(A21) + a31 * det(A31)
(A^2 - B^T)C

Theorems

Cofactor Expansion Theorem for Determinants
Properties of Matrix Transposition and Multiplication

Suitable Grade Level

Undergraduate or Advanced High School Mathematics