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Refer to the system of linear equations \(\left\\{\begin{aligned}-2 x+3 y &=5 \\\ 6 x+7 y &=4 \end{aligned}\right.\). Is the augmented matrix for the system of dimension \(3 \times 2 ?\)

Short Answer

Expert verified
No, the augmented matrix for the system of equations is of dimension \(2 \times 2\), not \(3 \times 2\).

Step by step solution

01

Identify the system

The system of equations is \(-2x + 3y = 5\) and \(6x + 7y = 4\). This is a system of two linear equations with two variables \(x\) and \(y\).
02

Form the augmented matrix

To create the augmented matrix, write the coefficients of the variables into rows. For the first equation, the coefficients are -2 and 3. For the second equation, the coefficients are 6 and 7. This gives the following matrix: \[\begin{pmatrix}-2 & 3 \\ 6 & 7 \end{pmatrix}\] Note: In an augmented matrix, the column on the right of the bar (|) represents the constant terms of the equations. Since we don't include these in our count of the dimensions of the matrix, the bar and associated column is not represented here.
03

Find the dimensions of the matrix

The dimension of a matrix is given by the number of rows times the number of columns. In this case, the matrix has 2 rows and 2 columns, so the dimension of the matrix is \(2 \times 2\).

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Key Concepts

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

System of Linear Equations
A system of linear equations consists of two or more linear equations involving the same set of variables. In our original problem, we have two equations with two variables, \(x\) and \(y\):\
  • \(-2x + 3y = 5\)
  • \(6x + 7y = 4\)
When solving a system of equations, we aim to find values of \(x\) and \(y\) that satisfy all the equations involved. There are various methods for solving these systems, including substitution, elimination, and using matrices, which is the focus here.\
By converting these equations into matrix form, we can leverage the power of linear algebra techniques to simplify the problem-solving process.
Matrix Dimensions
Matrix dimensions refer to the number of rows and columns a matrix has. The matrix derived from our system of equations is usually an important visual and computational tool. In this case, the matrix is created from the coefficients of the system’s variables \((-2, 3)\) and \((6, 7)\):
\[\begin{pmatrix}-2 & 3 \6 & 7 \\end{pmatrix}\
\] To determine the dimensions of a matrix, we count the rows and columns it contains. For this matrix:
  • There are 2 rows.
  • There are 2 columns.
Thus, the matrix dimensions are \(2 \times 2\). Understanding the correct dimensions is crucial when performing matrix operations like addition, multiplication, or checking compatibility with other matrices.
Linear Algebra
Linear algebra is a branch of mathematics that focuses on vectors, matrices, and operations involving them. It provides tools for working with systems of linear equations and helps in understanding how solutions can be represented and manipulated.
In our exercise, linear algebra helps us use matrices to represent systems of equations more compactly. The concept of an augmented matrix is an extension of this tool, where we include an additional column representing the constants from the linear equations. This allows us to visualize and perform operations on equations as a whole.
  • Matrices simplify complex systems into manageable forms.
  • This helps apply systematic methods to solve them, such as reduction to row-echelon form or Gaussian elimination.
Understanding these processes requires grasping matrix operations and how they correspond to operations on equations. Linear algebra opens up powerful computational possibilities, making equation solving both efficient and scalable.

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Most popular questions from this chapter

Consider a company that specializes in potting soil. Each bag of potting soil for seedlings requires 2 units of sand, 1 unit of loam, and 1 unit of peat moss. Each bag of potting soil for general potting requires 1 unit of sand, 2 units of loam, and 1 unit of peat moss. Each bag of potting soil for hardwood plants requires 2 units of sand, 2 units of loam, and 2 units of peat moss. Find the numbers of bags of the three types of potting soil that the company can produce with the given amounts of raw materials. 500 units of sand 750 units of loam 450 units of peat moss

Write the system of linear equations represented by the augmented matrix. Then use back-substitution to find the solution. (Use the variables \(x, y,\) and \(z,\) if applicable.) $$\left[\begin{array}{rrrrr} 1 & -1 & 4 & \vdots & 0 \\ 0 & 1 & -1 & \vdots & 2 \\ 0 & 0 & 1 & \vdots & -2 \end{array}\right]$$

Solve for \(x\) $$\left|\begin{array}{cc} x+1 & 2 \\ -1 & x \end{array}\right|=4$$

A florist is creating 10 centerpieces for the tables at a wedding reception. Roses cost \(\$ 2.50\) each, lilies cost \(\$ 4\) each, and irises cost \(\$ 2\) each. The customer has a budget of \(\$ 300\) for the centerpieces and wants each centerpiece to contain 12 flowers, with twice as many roses as the number of irises and lilies combined. (a) Write a linear system that represents the situation. (b) Write a matrix equation that corresponds to your system. (c) Solve your linear system using an inverse matrix. Find the number of flowers of each type that the florist can use to create the 10 centerpieces.

Write an equation of the line passing through the two points. Use the slope- intercept form, if possible. If not possible, explain why. $$(6,3),(10,3)$$

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