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Find the value of each determinant. $$\left|\begin{array}{rrr} \sqrt{2} & 4 & 0 \\ 1 & -\sqrt{5} & 7 \\ -5 & \sqrt{5} & 1 \end{array}\right|$$

Short Answer

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Step by step solution

01

Identify the determinant formula for a 3x3 matrix

For a 3x3 matrix given by equation_placeholderdeterminant_formulaelements_placeholder,start with the elements:element_ij,and use the cofactor expansion along the first row. The formula is: det(A) = a(ei − fh) − b(di − fg) + c(dh − eg), where matrix is of elements equation_placeholder.
02

Apply the determinant formula

First row coefficients are: coefficients_first_row_numbered_insert.Element coefficients: a=coefficients_first_row_values, parts=B.text substitutionApply this to the determinant formula: determinant_formula.
03

Calculate the cofactors

Evaluate each part of the sum: cofactors_each_step. This gives us the cofactors as applied to the formula above.
04

Simplify and sum up

Combine the results from the cofactors, and perform the arithmetic operations to get the determinant result: simplified_sum_statements.

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Key Concepts

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

Determinant Calculation
To find the determinant of a 3x3 matrix, we utilize a specific formula that involves row elements and cofactors. Let's take the given matrix as an example:

\[ \begin{array}{rrr} \sqrt{2} & 4 & 0 \ 1 & -\sqrt{5} & 7 \ -5 & \sqrt{5} & 1 \end{array} \]

The formula for the determinant (\det(A)\) of a 3x3 matrix is:

\[ \det(A) = a(ei − fh) − b(di − fg) + c(dh − eg) \]

Here, \(a\textcomma\b\textcomma\textandc\textcomma\textminor\textare\textthe\textelements\textof\textthe\textfirst\texrow\textof\thematrix\text(A).\

Let's apply this with specific numbers from our matrix:
a = \sqrt{2}, b = 4, c = 0
d = 1, e = -\sqrt{5}, f = 7
g = -5, h = \sqrt{5}, i = 1

Now substitute these values into the determinant formula, making sure to carefully follow the matrix format.
Cofactor Expansion
Cofactor expansion (also known as Laplace expansion) is a technique used to calculate the determinant of a matrix. This method expands the determinant along a row or column, allowing us to break it down into simpler parts. For our matrix, we use the first row for expansion:

\left| \begin{array}{ccc} \sqrt{2} & 4 & 0 \ 1 & -\sqrt{5} & 7 \ -5 & \sqrt{5} & 1 \end{array} \right_|

You'll need to calculate three cofactors, each corresponding to an element in the first row:
  • The cofactor for \(\sqrt{2}\) involves deleting its row and column and finding the determinant of the resulting 2x2 matrix: \left| \begin{array}{cc} -\sqrt{5} & 7 \ \sqrt{5} & 1 \end{array} \right|
  • The cofactor for 4 involves deleting its row and column and finding the determinant of the resulting 2x2 matrix: \left| \begin{array}{cc} 1 & 7 \ -5 & 1 \end{array} \right|
  • The cofactor for 0 is simpler as anything multiplied by 0 is zero.
Calculate each part carefully and sum them up to find the matrix determinant.
Matrix Algebra
Matrix algebra is a branch of mathematics that deals with matrix operations. It includes addition, subtraction, multiplication, and finding determinants. Understanding the basic algebraic properties of matrices is essential for solving complex problems.

For instance, the properties of determinants and cofactors are pivotal in solving systems of linear equations, transforming geometric shapes, and more. Knowing that matrices must follow specific rules helps us perform these operations correctly.

Here’s an additional key point about determinants:
  • The determinant of a matrix is only defined for square matrices (i.e., matrices with the same number of rows and columns).
  • Determinants can tell us whether a matrix is invertible (a matrix with a non-zero determinant is invertible).
  • They can also be used to find eigenvalues, which have applications in physics, engineering, and computer science.
By mastering these fundamental concepts, you'll find matrix problems simpler and more intuitive to solve.

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Most popular questions from this chapter

Use a system of equations to solve each problem. Find the equation of the line \(y=a x+b\) that passes through the points \((3,-4)\) and \((-1,4)\)

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For certain aircraft there exists a quadratic relationship between an airplane's maximum speed \(S\) (in knots) and its ceiling \(C\), or highest altitude possible (in thousands of feet). The table lists three airplanes that conform to this relationship. $$\begin{array}{|c|c|c} \hline \text { Airplane } & \text { Max Speed (S) } & \text { Ceiling (C) } \\\ \hline \text { Hawkeye } & 320 & 33 \\ \hline \text { Corsair } & 600 & 40 \\ \hline \text { Tomcat } & 1283 & 50 \\ \hline \end{array}$$ (a) If the quadratic relationship between \(C\) and \(S\) is written as \(C=a S^{2}+b S+c\) use a system of linear equations to determine the constants \(a, b\) and \(c,\) and give the equation. (b) A new aircraft of this type has a ceiling of \(45,000 \mathrm{ft}\). Predict its top speed.

Solve each system by using the inverse of the coefficient matrix. $$\begin{aligned} &0.5 x+0.2 y=0.8\\\ &0.3 x-0.1 y=0.7 \end{aligned}$$

$$ A=\left[\begin{array}{ll} a_{11} & a_{12} \\ a_{21} & a_{22} \end{array}\right], \quad B=\left[\begin{array}{ll} b_{11} & b_{12} \\ b_{21} & b_{22} \end{array}\right], \quad \text { and } \quad C=\left[\begin{array}{ll} c_{11} & c_{12} \\ c_{21} & c_{22} \end{array}\right] $$ where all the elements are real numbers. Use these matrices to show that each statement is true for \(2 \times 2\) matrices. \((c+d) A=c A+d A\) for any real numbers \(c\) and \(d\)

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