/*! 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 36 Use matrix inversion to solve th... [FREE SOLUTION] | 91Ó°ÊÓ

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Use matrix inversion to solve the system of equations. $$\left\\{\begin{aligned}7 x+5 y &=9 \\\\-2 x+3 y &=-7\end{aligned}\right.$$

Short Answer

Expert verified
The solution to the system of equations is \(x = 1\) and \(y = -1\).

Step by step solution

01

Formulate the matrices

Write the given system of equations as the matrix equation. So, \(A = \begin{bmatrix} 7 & 5 \\-2 & 3 \end{bmatrix}\), \(X = \begin{bmatrix} x \\y \end{bmatrix}\), and \(B = \begin{bmatrix} 9 \\-7 \end{bmatrix}\). The matrix equation is \(A*X = B\).
02

Calculate the inverse of A

The inverse of a 2x2 matrix \(\begin{bmatrix} a & b \\ c & d \end{bmatrix}\) is \(\frac{1}{ad - bc}\)*\begin{bmatrix} d & -b \\ -c & a \end{bmatrix}\). So, the inverse of A is \(\frac{1}{7 * 3 - (-2) * 5}\)*\begin{bmatrix} 3 & -5 \\2 & 7 \end{bmatrix} = \begin{bmatrix} 1 & -1 \\0.4 & 1.4 \end{bmatrix}\).
03

Multiply the inverse of A with B to get X

We have that \(A^{-1}*B = X\). So, by multiplying \(\begin{bmatrix} 1 & -1 \\ 0.4 & 1.4 \end{bmatrix}\) with \(\begin{bmatrix} 9 \\-7 \end{bmatrix}\), we get that \(X = \begin{bmatrix} x \\ y \end{bmatrix} = \begin{bmatrix} 1 \\-1 \end{bmatrix}\).

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Key Concepts

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

Understanding Systems of Equations
A system of equations is a set of two or more equations with multiple variables. In the context of this problem, we have two equations:
  • \(7x + 5y = 9\)
  • \(-2x + 3y = -7\)
These equations have two variables, \(x\) and \(y\), and we want to find their values.
To achieve this, we can use various methods, such as substitution, elimination, or matrix inversion.
Using matrices introduces a powerful tool for solving larger systems efficiently.
Such systems often appear in scientific computations, economic models, and engineering problems where simultaneous conditions need to be satisfied.
The goal is to find the specific values for the variables that make both equations true at the same time.
Introduction to 2x2 Matrices
A 2x2 matrix is a fundamental concept in linear algebra consisting of two rows and two columns.
In this exercise, we represent the coefficients of the linear equations in a 2x2 matrix:
  • Matrix \(A = \begin{bmatrix} 7 & 5 \ -2 & 3 \end{bmatrix}\) holds the coefficients of \(x\) and \(y\).
Matrices allow us to express complex equations in a compact form.
Each number in the matrix corresponds to a specific element in the equations.
The arrangement of these numbers significantly impacts the solutions that can be derived.
For a 2x2 matrix, finding the inverse is straightforward with the formula:\[A^{-1} = \frac{1}{ad-bc}\begin{bmatrix} d & -b \ -c & a \end{bmatrix}\]. This inverse, when it exists, opens a path to solve the matrix equation representing a system of equations.
Matrix operations, such as inversion, are shorthand methods that can simplify complex multi-equation systems.
Solving with Matrix Equation
A matrix equation represents a system of linear equations in matrix form: \(A * X = B\).
  • Here, \(A\) is the matrix of coefficients, \(X\) is the matrix of variables, and \(B\) is the matrix representing the constant terms.
For this exercise, \(X = \begin{bmatrix} x \ y \end{bmatrix}\) , and \(B = \begin{bmatrix} 9 \ -7 \end{bmatrix}\).To solve for \(X\), we utilize the inverse of matrix \(A\): Multiply both sides by the inverse to isolate \(X\):
  • \(A^{-1} * A * X = A^{-1} * B\)
  • Simplifying gives \(X = A^{-1} * B\)
Inserting the inversed matrix and the constant matrix gives us the solution for \(x\) and \(y\).
The calculated inverse and multiplication with \(B\) give: \\(X = \begin{bmatrix} 1 \ -1 \end{bmatrix}\), meaning \(x = 1\) and \(y = -1\).
Matrix equations provide clarity, enhancing not just computation, but our understanding of relationships between variables.

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Most popular questions from this chapter

Let \(I=\left[\begin{array}{ll}1 & 0 \\ 0 & 1\end{array}\right]\) and \(A=\left[\begin{array}{rr}2 & -1 \\ 1 & 0\end{array}\right] .\) Calculate \(A I\) and IA. What do you observe?

In this set of exercises, you will use the method of solving linear systems using matrices to study real-world problems. A gardener, is mixing organic fertilizers consisting of bone meal, cottonseed meal, and poultry manure. The percentages of nitrogen (N), phosphorus (P), and potassium (K) in each fertilizer are given in the table below. $$\begin{array}{lccc}\hline & \begin{array}{c}\text { Nitrogen } \\\\(\%)\end{array} & \begin{array}{c}\text { Phosphorus } \\\\(\%)\end{array} & \begin{array}{c}\text { Potassium } \\\\(\%)\end{array} \\\\\hline \text { Bone meal } & 4 & 12 & 0 \\\\\text { Cottonseed meal } & 6 & 2 & 1 \\\\\text { Poultry manure } & 4 & 4 & 2\end{array}If Mr. Greene wants to produce a 10 -pound mix containing \(5 \%\) nitrogen content and \(6 \%\) phosphorus content, how many pounds of each fertilizer should he use?

Find \(\left(A^{2}\right)^{-1}\) and \(\left(A^{-1}\right)^{2},\) where \(A=\left[\begin{array}{rr}1 & -2 \\ -1 & 3\end{array}\right] .\) What do you observe? Use the definition of the inverse of a matrix, together with the fact that \((A B)^{-1}=A^{-1} B^{-1},\) to show that \(\left(A^{2}\right)^{-1}=\left(A^{-1}\right)^{2}\) for every square matrix \(A\)

For the given matrices \(A, B,\) and \(C,\) evaluate the indicated expression. $$\begin{aligned}&A=\left[\begin{array}{rr}3 & 1 \\\2 & 5 \\\\-2 & 1\end{array}\right] ; \quad B=\left[\begin{array}{rr}-5 & -3 \\\1 & 6 \\\8 & 3\end{array}\right]\\\&C=\left[\begin{array}{rrr}2 & 1 & 1 \\\0 & -1 & 7 \\\3 & 0 & -3\end{array}\right] ; \quad C B+2 A\end{aligned}$$

A furniture manufacturer makes three different picces of furniture, each of which utilizes some combination of fabrics \(A, B,\) and \(C .\) The yardage of each fabric required for each piece of furniture is given in matrix \(F\). Fabric A Fabric B Fabric C (yd) \(\quad\) (yd) \(\quad\) (yd) \(\begin{array}{r}\text { Sofa } \\ \text { Loveseat } \\ \text { Chair }\end{array}\left[\begin{array}{ccc}10.5 & 2 & 1 \\ 8 & 1.5 & 1 \\ 4 & 1 & 0.5\end{array}\right]=F\) The cost of each fabric (in dollars per yard) is given in matrix \(C\).$$\begin{array}{l}\text { Fabric A } \\\\\text { Fabric B } \\\\\text { Fabric C }\end{array}\left[\begin{array}{r}10 \\\6 \\\5\end{array}\right]=C$$ Find the total cost of fabric for each piece of furniture.

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