Math Problem Statement

Find the values of a, b, c, and d in the matrix equation: [ [a b], [c d] ] + 5 * [4 3 -9 x]^T = [ [-9 -7], [1 2] ].

Solution

In this problem, we are tasked with finding the values of aa, bb, cc, and dd in the matrix equation:

[abcd]+5[439x]T=[9712]\begin{bmatrix} a & b \\ c & d \end{bmatrix} + 5 \begin{bmatrix} 4 \\ 3 \\ -9 \\ x \end{bmatrix}^T = \begin{bmatrix} -9 & -7 \\ 1 & 2 \end{bmatrix}

Step 1: Understanding the matrix operations

We start by analyzing the second term on the left side of the equation, which is the scalar multiplication and transposition. The term [439x]T\begin{bmatrix} 4 \\ 3 \\ -9 \\ x \end{bmatrix}^T means we need to transpose the vector:

[439x]T=[439x]\begin{bmatrix} 4 \\ 3 \\ -9 \\ x \end{bmatrix}^T = \begin{bmatrix} 4 & 3 & -9 & x \end{bmatrix}

Then we multiply this by the scalar 55:

5[439x]=[2015455x]5 \begin{bmatrix} 4 & 3 & -9 & x \end{bmatrix} = \begin{bmatrix} 20 & 15 & -45 & 5x \end{bmatrix}

Step 2: Setting up the system of equations

Now we add this result to the matrix [abcd]\begin{bmatrix} a & b \\ c & d \end{bmatrix}:

[abcd]+[2015455x]=[9712]\begin{bmatrix} a & b \\ c & d \end{bmatrix} + \begin{bmatrix} 20 & 15 \\ -45 & 5x \end{bmatrix} = \begin{bmatrix} -9 & -7 \\ 1 & 2 \end{bmatrix}

This gives us the following system of equations:

  1. a+20=9a + 20 = -9
  2. b+15=7b + 15 = -7
  3. c45=1c - 45 = 1
  4. d+5x=2d + 5x = 2

Step 3: Solving for aa, bb, cc, and dd

  • From equation 1: a=920=29a = -9 - 20 = -29
  • From equation 2: b=715=22b = -7 - 15 = -22
  • From equation 3: c=1+45=46c = 1 + 45 = 46
  • From equation 4: d=25xd = 2 - 5x

To determine dd, you need the value of xx. Since the value for xx is not given, you would leave d=25xd = 2 - 5x for now.

Final Answer:

  • a=29a = -29 (already filled correctly)
  • b=22b = -22
  • c=46c = 46
  • d=25xd = 2 - 5x

Would you like more details or have any questions?

Here are five related questions to expand your understanding:

  1. How does matrix transposition affect the structure of a matrix?
  2. What are the steps involved in scalar multiplication of a matrix?
  3. How would the solution change if xx were known?
  4. Can this matrix operation be applied in 3D transformations?
  5. What is the significance of element-wise addition in matrix equations?

Tip: Always ensure to simplify scalar operations and matrix transposition before solving for individual elements in matrix equations.

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Math Problem Analysis

Mathematical Concepts

Matrix Addition
Scalar Multiplication
Transposition

Formulas

Matrix Addition: A + B
Scalar Multiplication: k * A

Theorems

Matrix Transposition
Scalar Multiplication Theorem

Suitable Grade Level

College Level or Advanced High School