/*! This file is auto-generated */ .wp-block-button__link{color:#fff;background-color:#32373c;border-radius:9999px;box-shadow:none;text-decoration:none;padding:calc(.667em + 2px) calc(1.333em + 2px);font-size:1.125em}.wp-block-file__button{background:#32373c;color:#fff;text-decoration:none} Problem 41 Evaluate each \(3 \times 3\) det... [FREE SOLUTION] | 91Ó°ÊÓ

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Evaluate each \(3 \times 3\) determinant. $$\left|\begin{array}{rrr} -2 & 1 & -7 \\ 4 & -2 & 14 \\ 0 & 1 & 8 \end{array}\right|$$

Short Answer

Expert verified
The determinant of the given matrix is 0.

Step by step solution

01

Understand the Determinant Formula

The determinant of a 3x3 matrix \( A \) can be calculated using the formula \( \text{det}(A) = a(ei-fh) - b(di-fg) + c(dh-eg) \), where \( a, b, c \) are the elements of the first row, and \( d, e, f, g, h, i \) are the elements of the second and third rows.
02

Assign Matrix Elements

Assign the elements of the matrix: \( a = -2 \), \( b = 1 \), \( c = -7 \), \( d = 4 \), \( e = -2 \), \( f = 14 \), \( g = 0 \), \( h = 1 \), \( i = 8 \).
03

Apply the Formula

Substitute the elements into the determinant formula: \( \text{det}(A) = -2((-2)(8)-(14)(1)) - 1((4)(8)-(14)(0)) + (-7)((4)(1)-((0)(-2))) \).
04

Calculate the Determinant

Calculate each part: \((ei-fh) = (-2)(8)-(14)(1) = -16 - 14 = -30\), \((di-fg) = (4)(8)-(14)(0) = 32\), \((dh-eg) = (4)(1)-(0)(-2) = 4\).
05

Solve the Expression

Plug these values back: \( \text{det}(A) = -2(-30) - 1(32) + (-7)(4) \). Simplify: \( 60 - 32 - 28 = 0 \).

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Key Concepts

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

3x3 matrix
Matrices are a fundamental concept in linear algebra, widely used in mathematical computations. A 3x3 matrix, as the name suggests, comprises three rows and three columns. Each position in the matrix contains an individual number, making up a total of nine elements. The standard representation of a 3x3 matrix looks like this:\[\begin{bmatrix}a & b & c \d & e & f \g & h & i\end{bmatrix}\]In this structure, each of the letters represents a number, and their positions define specific relationships among them. Understanding a 3x3 matrix is the foundation for computing various properties, one of the most critical being the determinant. This matrix is pivotal in numerous applications, such as solving systems of linear equations, transforming geometrical data, and more. By using matrices, complex problems can be simplified, allowing for efficient computations.
determinant formula
The determinant of a 3x3 matrix is a scalar value that provides crucial information about the matrix properties. It plays a role in determining whether a matrix is invertible or not. The formula to calculate the determinant of a matrix \(A\) is as follows:\[\text{det}(A) = a(ei - fh) - b(di - fg) + c(dh - eg)\]Here's how each component of the formula works:
  • \(a, b, c\) denote the elements of the first row.
  • \(d, e, f, g, h, i\) are the elements from the second and third rows.
  • Each term of the formula calculates the product of small submatrices formed by removing one row and one column, known as minors.
Calculating the determinant is straightforward but requires careful multiplication and addition. This value means a lot in matrix algebra as it helps in solving linear systems, finding eigenvalues, and performing matrix factorizations.
matrix algebra
Matrix algebra is the branch of mathematics focusing on operations involving matrices. It includes addition, subtraction, multiplication, and more specific operations like finding determinants and inverses. In particular, the determinant provides valuable insights into matrix properties. Key operations in matrix algebra:
  • **Addition/Subtraction:** Only matrices of the same dimensions can be added or subtracted.
  • **Multiplication:** Two matrices can be multiplied if the number of columns in the first matrix matches the number of rows in the second.
  • **Determinants:** Determinants identify unique characteristics of a matrix, like invertibility and linear dependence of rows or columns.
These operations form the core of matrix algebra, facilitating the solution of more complex mathematical problems. Understanding them is crucial for tackling advanced topics in engineering, physics, computer graphics, and more.

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Most popular questions from this chapter

In Exercises 77 and 78 , explain the mistake that is made. Graph the inequality \(y < 2 x+1\) Solution: Graph the line \(y=2 x+1\) with a solid line. (GRAPH CAN'T COPY). since the inequality is \( < ,\) shade below. (GRAPH CAN'T COPY). This is incorrect. What mistake was made?

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Determine whether each of the following statements is true or false: Gauss-Jordan elimination produces a matrix in reduced row-echelon form.

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