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BAC2 ss · Mathematics
Determinants · Determinants

Inverse matrix

You already know how to find the inverse of a matrix using the Gauss-Jordan method. With determinants you reach the same result by another route: using the Laplace cofactors of all the elements at once. This route also gives, as a bonus, an exact condition for when the inverse exists and how the determinants are related, which is essential for $3\times3$ matrices or matrices with parameters.

Before you start, make sure you know: Gauss's method (1st Bachillerato)

The adjugate matrix

Diagram illustrating the construction of the adjugate matrix by replacing each element with its Laplace cofactor 213 405 −121 each aᵢⱼ becomes Aᵢⱼ A₁₁A₁₂A₁₃ A₂₁A₂₂A₂₃ A₃₁A₃₂A₃₃ Adj(A)
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Given the matrix of coefficients of a cost system in a small café: $A = \begin{pmatrix} 3 & k \\ 1 & 2 \end{pmatrix}$ Determine for which value of the parameter $k$ the…

Given the matrix of coefficients of a cost system in a small café:

$A = \begin{pmatrix} 3 & k \\ 1 & 2 \end{pmatrix}$

Determine for which value of the parameter $k$ the matrix does not have an inverse (that is, its determinant is zero).

Solve

The inverse using determinants

General formula for the inverse matrix and necessary and sufficient condition for its existence based on the determinant A⁻¹ = (1/|A|) · Adj(A)ᵗ exists ⟺ |A| ≠ 0
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In an eSports tournament, the efficiency of two teams is measured by comparing their results on two different maps. The data are organized in the following matrix $M$,…

In an eSports tournament, the efficiency of two teams is measured by comparing their results on two different maps. The data are organized in the following matrix $M$, where each row corresponds to a team (A and B) and each column to a map (1 and 2):

$M = \begin{pmatrix} 5 & 2 \\ 3 & 4 \end{pmatrix}$

2 by 2 matrix M with columns Map 1 and Map 2 and rows Team A and Team BM =Map 1Map 25234Team ATeam B

Calculate the determinant of the matrix $M$ to obtain the tournament's competitiveness index.

Solve
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To prepare for an algebra exam, a student needs to calculate the adjugate matrix of the following $2 \times 2$ matrix. Remember that $Adj(A)$ is the transpose of the…

To prepare for an algebra exam, a student needs to calculate the adjugate matrix of the following $2 \times 2$ matrix. Remember that $Adj(A)$ is the transpose of the cofactor matrix of $A$, where each cofactor is the sign $(-1)^{i+j}$ multiplied by the minor of the corresponding element. Find $Adj(A)$ given:

$A = \begin{pmatrix} 4 & -1 \\ 3 & 2 \end{pmatrix}$

The figure shows the matrix $A$ and the sign pattern $(-1)^{i+j}$ for a $2 \times 2$ matrix.

Matrix A of order 2 with elements 4, −1, 3 and 2, and sign pattern plus, minus, minus, plus Matrix A 4 −1 3 2 Signs (−1)ⁱ⁺ʲ + − − +
Solve

Calculating an inverse step by step

Visual outline of the step-by-step procedure for calculating the inverse matrix 1. |A| calculate the determinant 2. Adj(A) one Laplace cofactor per position 3. transpose and divide A⁻¹ = Adj(A)ᵗ / |A| always check: A · A⁻¹ = I

With $3\times3$ matrices the procedure is identical, but there are $9$ cofactors to calculate (each one a $2\times2$ determinant): it is best to work in an orderly way, row by row, without losing the sign of each position.

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Given the matrix $A$ which depends on a real parameter $x$: $$A = \begin{pmatrix} x & 1 & 1 \\ 1 & x & 1 \\ 4 & 2 & x \end{pmatrix}$$ Work out: 1. Calculate the…

Given the matrix $A$ which depends on a real parameter $x$:

$$A = \begin{pmatrix} x & 1 & 1 \\ 1 & x & 1 \\ 4 & 2 & x \end{pmatrix}$$

Work out:

  1. Calculate the determinant of matrix $A$ in terms of $x$.

  2. Determine for which values of $x$ the matrix does not have an inverse.

  3. For the case $x = 0$, justify whether the inverse matrix exists and, if so, calculate only the element $a_{21}$ of the matrix $A^{-1}$ (the element in the second row and first column).

|A| = Sarrus' rule + + + - - - x 1 4 1 x 2 1 1 x x 1 4 1 x 2 ∃ A⁻¹ ⇔ |A| ≠ 0 a₂₁ = A₁₂ / |A|
Solve

The determinant of the inverse and of the adjugate

Formulas for the determinant of the inverse matrix and the determinant of the adjugate matrix |A⁻¹| = 1 / |A| (is never 0) |Adj(A)| = |A|ⁿ⁻¹ n = order of A
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Calculate the inverse matrix $A^{-1}$ of the matrix $A$ using the formula $A^{-1} = \frac{1}{|A|} \cdot (Adj(A))^t$. $A = \begin{pmatrix} 2 & 5 \\ 1 & 3 \end{pmatrix}$…

Calculate the inverse matrix $A^{-1}$ of the matrix $A$ using the formula $A^{-1} = \frac{1}{|A|} \cdot (Adj(A))^t$.

$A = \begin{pmatrix} 2 & 5 \\ 1 & 3 \end{pmatrix}$

Note: Do not forget to check first that the determinant is non-zero.

Solve
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We know that the determinant of a square matrix $M$ of order 3 is $|M| = -2$. Using the properties of determinants, calculate, giving reasons, the value of the following…

We know that the determinant of a square matrix $M$ of order 3 is $|M| = -2$. Using the properties of determinants, calculate, giving reasons, the value of the following determinants:

  1. $|M^t \cdot M|$, where $M^t$ is the transpose matrix of $M$.

  2. $|3M|$.

  3. The determinant of the inverse matrix, $|M^{-1}|$.

  4. The determinant of a matrix $P$ obtained by swapping the first and third rows of $M$ and then multiplying the second column by $-5$.

Solve

Solving for matrices using the inverse

Outline for solving for unknown matrices by multiplying by the inverse on the left or on the right A · X = B → X = A⁻¹ · B multiply by A⁻¹ on the left X · A = B → X = B · A⁻¹ multiply by A⁻¹ on the right
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Solve the following matrix equation by rearranging for the unknown $X$. It is given that $A \cdot X = B$, where: $A = \begin{pmatrix} 1 & 1 \\ 0 & 1 \end{pmatrix}$ and…

Solve the following matrix equation by rearranging for the unknown $X$. It is given that $A \cdot X = B$, where:

$A = \begin{pmatrix} 1 & 1 \\ 0 & 1 \end{pmatrix}$ and $B = \begin{pmatrix} 4 & 2 \\ 1 & 3 \end{pmatrix}$

Remember that to solve for $X$ you must multiply on the left by the inverse of $A$.

Solve
Practice★★★Not started
Given the matrix $M$ depending on the real parameter $k$: $M = \begin{pmatrix} k & 1 & 1 \\ 1 & k & 1 \\ 1 & 1 & k \end{pmatrix}$ a) Determine for which values of $k$…

Given the matrix $M$ depending on the real parameter $k$:

$M = \begin{pmatrix} k & 1 & 1 \\ 1 & k & 1 \\ 1 & 1 & k \end{pmatrix}$

  1. a) Determine for which values of $k$ the matrix $M$ does not have an inverse matrix.
  2. b) For $k = 0$, solve the matrix equation $M \cdot X + M = I$, where $I$ is the identity matrix of order 3.
Solve

Summary

See all the exercises in this section