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Find the determinant of the matrix. Determine whether the matrix has an inverse, but don't calculate the inverse. $$\left[\begin{array}{rrrr} 1 & 3 & 3 & 0 \\ 0 & 2 & 0 & 1 \\ -1 & 0 & 0 & 2 \\ 1 & 6 & 4 & 1 \end{array}\right]$$

Short Answer

Expert verified
The determinant is -34, thus the matrix has an inverse.

Step by step solution

01

Identify the Type of Matrix

The given matrix is a 4x4 matrix, which means we need to compute its determinant to determine invertibility.
02

Write the Formula for the Determinant of a 4x4 Matrix

For a 4x4 matrix, the determinant can be calculated using the first row to expand it in terms of 3x3 minors.
03

Choose the Expansion Row

Choose the first row for expansion: \[ 1 \begin{vmatrix} 2 & 0 & 1 \ 0 & 0 & 2 \ 6 & 4 & 1 \end{vmatrix} - 3 \begin{vmatrix} 0 & 0 & 1 \ -1 & 0 & 2 \ 1 & 4 & 1 \end{vmatrix} + 3 \begin{vmatrix} 0 & 2 & 1 \ -1 & 0 & 2 \ 1 & 6 & 1 \end{vmatrix} - 0 \begin{vmatrix} 0 & 2 & 0 \ -1 & 0 & 0 \ 1 & 6 & 4 \end{vmatrix} \].
04

Expand the Determinant Using Minors

Calculate the 3x3 minors:\[\begin{vmatrix} 2 & 0 & 1 \ 0 & 0 & 2 \ 6 & 4 & 1 \end{vmatrix} = 2(0 \cdot 1 - 2 \cdot 4) - 0(0 \cdot 1 - 2 \cdot 6) + 1(0 \cdot 4 - 0 \cdot 6) = -16\].\[\begin{vmatrix} 0 & 0 & 1 \ -1 & 0 & 2 \ 1 & 4 & 1 \end{vmatrix} = 0(0 \cdot 1 - 2 \cdot 4) - 0(-1 \cdot 1 - 2) + 1(-1 \cdot 4 - 0) = -4\].\[\begin{vmatrix} 0 & 2 & 1 \ -1 & 0 & 2 \ 1 & 6 & 1 \end{vmatrix} = 0(0 \cdot 1 - 2 \cdot 6) - 2(-1 \cdot 1 - 2) + 1(-1 \cdot 6 - 0) = -4 + (-6) = -10\].
05

Calculate the Determinant

Substitute the minors into the expansion: \[1 \times (-16) - 3 \times (-4) + 3 \times (-10) = -16 + 12 - 30 = -34\].
06

Determine Matrix Invertibility

A 4x4 matrix is invertible if its determinant is not zero. Since the determinant is -34, which is not zero, the matrix is invertible.

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Key Concepts

These are the key concepts you need to understand to accurately answer the question.

4x4 Matrix
A 4x4 matrix is a square matrix with four rows and four columns. Understanding how to work with these matrices is crucial because they often appear in linear algebra problems and applications across various fields. Calculating the determinant of such a matrix is an essential step to explore its properties further. The determinant tells us important information about the matrix: whether it is invertible, indicates transformations like rotation and scaling, and affects solutions to systems of linear equations associated with the matrix.

For a 4x4 matrix, the determinant is obtained by expansion using a chosen row or column. The technique involves calculating the determinant of smaller 3x3 matrices, known as minors, and then combining these results to form the 4x4 determinant. This expansion helps transform the larger matrix problem into manageable smaller calculations.
Matrix Invertibility
Matrix invertibility is a key concept when dealing with matrices, particularly square matrices like a 4x4 matrix. A matrix is said to be invertible if there exists another matrix that can multiply with it to produce the identity matrix. In simpler terms, an invertible matrix, also known as a non-singular or non-degenerate matrix, has an inverse, and mathematicians often check invertibility to understand the matrix’s survivability under matrix operations.

A quick way to determine whether a matrix is invertible is to find its determinant. If the determinant of the matrix is non-zero, the matrix is invertible. Conversely, if the determinant is zero, the matrix does not have an inverse and is called singular. Assessing the determinant is essential because an invertible matrix allows for the reversal of operations and solving of matrix equations, while a singular matrix doesn’t offer such flexibility.
3x3 Minors
When calculating the determinant of a larger matrix like a 4x4 matrix, we break it down into smaller, more manageable parts called minors. Specifically, 3x3 minors are determinants of 3x3 matrices that are formed by eliminating one row and one column from the larger matrix. These components are crucial because they simplify the computation by allowing the expansion of the determinant through these smaller minors.

To find a 3x3 minor, choose a specific element from the matrix, then remove that element's row and column from the matrix. The remaining elements form the 3x3 matrix whose determinant must be calculated. This method not only simplifies complex calculations but also aids in understanding the matrix's properties. By calculating and combining these minors, we can more efficiently determine the determinant of the original larger matrix, thus, revealing if the matrix is invertible or not.

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Most popular questions from this chapter

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