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Matrix With Infinitely Many Solutions

Learning Objectives

By the finish of this department, you lot volition be able to:

  • Write the augmented matrix for a system of equations
  • Apply row operations on a matrix
  • Solve systems of equations using matrices

Be Prepared 4.13

Before you get started, take this readiness quiz.

Solve: iii ( x + ii ) + four = iv ( ii x one ) + 9 . three ( 10 + 2 ) + four = 4 ( two x 1 ) + 9 .
If you missed this problem, review Example two.2.

Be Prepared 4.14

Solve: 0.25 p + 0.25 ( p + 4 ) = five.20 . 0.25 p + 0.25 ( p + 4 ) = 5.twenty .
If you missed this problem, review Example 2.13.

Exist Prepared 4.15

Evaluate when ten = −2 10 = −2 and y = 3 : ii x 2 10 y + 3 y 2 . y = 3 : 2 x 2 x y + 3 y 2 .
If you missed this trouble, review Example 1.21.

Write the Augmented Matrix for a System of Equations

Solving a organisation of equations tin can be a boring operation where a elementary mistake can wreak havoc on finding the solution. An alternative method which uses the basic procedures of elimination but with notation that is simpler is bachelor. The method involves using a matrix. A matrix is a rectangular array of numbers bundled in rows and columns.

Matrix

A matrix is a rectangular array of numbers arranged in rows and columns.

A matrix with g rows and n columns has order m × n . m × northward . The matrix on the left beneath has 2 rows and 3 columns and then information technology has order 2 × 3 . two × 3 . We say information technology is a 2 by 3 matrix.

Figure shows two matrices. The one on the left has the numbers minus 3, minus 2 and 2 in the first row and the numbers minus 1, 4 and 5 in the second row. The rows and columns are enclosed within brackets. Thus, it has 2 rows and 3 columns. It is labeled 2 cross 3 or 2 by 3 matrix. The matrix on the right is similar but with 3 rows and 4 columns. It is labeled 3 by 4 matrix.

Each number in the matrix is called an chemical element or entry in the matrix.

We will use a matrix to represent a system of linear equations. We write each equation in standard form and the coefficients of the variables and the abiding of each equation becomes a row in the matrix. Each column then would be the coefficients of i of the variables in the system or the constants. A vertical line replaces the equal signs. We call the resulting matrix the augmented matrix for the organization of equations.

The equations are 3x plus y equals minus 3 and 2x plus 3y equals 6. A 2 by 3 matrix is shown. The first row is 3, 1, minus 3. The second row is 2, 3, 6. The first column is labeled coefficients of x. The second column is labeled coefficients of y and the third is labeled constants.

Detect the first column is made up of all the coefficients of x, the second column is the all the coefficients of y, and the third column is all the constants.

Instance 4.37

Write each arrangement of linear equations equally an augmented matrix:

{ v x iii y = −1 y = 2 x 2 { 5 x 3 y = −1 y = 2 x 2 { half dozen x 5 y + two z = three 2 x + y 4 z = v three x iii y + z = −1 { half-dozen x 5 y + 2 z = three two x + y 4 z = 5 3 10 3 y + z = −one

Try It iv.73

Write each system of linear equations as an augmented matrix:

{ 3 ten + viii y = −3 two ten = −5 y 3 { iii ten + 8 y = −iii 2 ten = −5 y 3 { 2 x 5 y + three z = 8 3 x y + 4 z = 7 ten + 3 y + 2 z = −3 { ii x 5 y + 3 z = 8 3 x y + 4 z = 7 x + iii y + ii z = −3

Effort It 4.74

Write each system of linear equations as an augmented matrix:

{ eleven x = −9 y 5 7 x + five y = −1 { 11 x = −ix y v 7 10 + five y = −1 { 5 ten 3 y + 2 z = −5 2 x y z = 4 3 x 2 y + 2 z = −vii { 5 x 3 y + 2 z = −5 2 x y z = 4 3 x 2 y + 2 z = −7

It is important equally we solve systems of equations using matrices to be able to get back and forth between the system and the matrix. The next example asks us to take the information in the matrix and write the system of equations.

Example 4.38

Write the organisation of equations that corresponds to the augmented matrix:

[ 4 −iii three one 2 −one −ii −1 3 | −ane 2 −4 ] . [ 4 −3 3 1 two −1 −two −one 3 | −1 2 −4 ] .

Endeavour It 4.75

Write the system of equations that corresponds to the augmented matrix: [ ane −1 2 3 2 one −2 one four −1 2 0 ] . [ 1 −1 2 3 2 ane −two ane 4 −1 two 0 ] .

Try Information technology iv.76

Write the organization of equations that corresponds to the augmented matrix: [ one 1 one iv 2 3 −one 8 1 1 −1 3 ] . [ i 1 1 4 2 3 −1 8 1 1 −1 3 ] .

Use Row Operations on a Matrix

Once a organisation of equations is in its augmented matrix grade, we will perform operations on the rows that will lead us to the solution.

To solve by elimination, it doesn't matter which order we place the equations in the arrangement. Similarly, in the matrix we tin interchange the rows.

When nosotros solve by elimination, we oftentimes multiply one of the equations by a constant. Since each row represents an equation, and we can multiply each side of an equation past a abiding, similarly we can multiply each entry in a row by whatever existent number except 0.

In elimination, we often add together a multiple of one row to another row. In the matrix we can replace a row with its sum with a multiple of another row.

These deportment are called row operations and will assistance us employ the matrix to solve a organization of equations.

Row Operations

In a matrix, the post-obit operations can exist performed on any row and the resulting matrix will be equivalent to the original matrix.

  1. Interchange any two rows.
  2. Multiply a row by whatsoever real number except 0.
  3. Add a nonzero multiple of one row to another row.

Performing these operations is piece of cake to practice but all the arithmetic tin result in a fault. If we use a organization to tape the row functioning in each step, it is much easier to go back and check our work.

We apply upper-case letter letters with subscripts to represent each row. Nosotros then show the operation to the left of the new matrix. To show interchanging a row:

A 2 by 3 matrix is shown. Its first row, labeled R2 is 2, minus 1, 2. Its second row, labeled R1 is 5, minus 3, minus 1.

To multiply row 2 by −3 −three :

A 2 by 3 matrix is shown. Its first row is 5, minus 3, minus 1. Its second row is 2, minus 1, 2. An arrow point from this matrix to another one on the right. The first row of the new matrix is the same. The second row is preceded by minus 3 R2. It is minus 6, 3, minus 6.

To multiply row 2 by −3 −3 and add it to row i:

A 2 by 3 matrix is shown. Its first row is 5, minus 3, minus 1. Its second row is 2, minus 1, 2. An arrow point from this matrix to another one on the right. The first row of the new matrix is preceded by minus 3 R2 plus R1. It is minus 1, 0, minus 7. The second row is 2, minus 1, 2.

Case 4.39

Perform the indicated operations on the augmented matrix:

Interchange rows 2 and 3.

Multiply row 2 past five.

Multiply row 3 by −2 −2 and add together to row ane.

[ half dozen −5 2 2 1 −iv 3 −3 i | iii 5 −1 ] [ 6 −5 2 two one −4 three −iii ane | 3 5 −1 ]

Try It four.77

Perform the indicated operations sequentially on the augmented matrix:

Interchange rows i and 3.

Multiply row iii past three.

Multiply row 3 by ii and add to row 2.

[ 5 −2 −two 4 −1 −4 −two 3 0 | −2 4 −1 ] [ 5 −two −2 4 −1 −iv −2 3 0 | −2 4 −1 ]

Attempt It 4.78

Perform the indicated operations on the augmented matrix:

Interchange rows 1 and 2,

Multiply row 1 by 2,

Multiply row 2 by 3 and add to row i.

[ ii −3 −2 four i −3 5 0 iv | −four 2 −1 ] [ ii −3 −2 iv 1 −3 5 0 4 | −iv ii −ane ]

Now that we have skillful the row operations, nosotros volition look at an augmented matrix and figure out what operation we volition employ to achieve a goal. This is exactly what nosotros did when we did elimination. Nosotros decided what number to multiply a row by in order that a variable would be eliminated when we added the rows together.

Given this system, what would you do to eliminate x?

The two equations are x minus y equals 2 and 4x minus 8y equals 0. Multiplying the first by minus 4, we get minus 4x plus 4y equals minus 8. Adding this to the second equation we get minus 4y equals minus 8.

This next case essentially does the same affair, but to the matrix.

Instance 4.40

Perform the needed row operation that will get the get-go entry in row ii to exist nil in the augmented matrix: [ 1 −1 four −8 | 2 0 ] . [ 1 −ane 4 −eight | 2 0 ] .

Effort It 4.79

Perform the needed row operation that volition get the first entry in row ii to be naught in the augmented matrix: [ 1 −1 3 −6 | 2 2 ] . [ 1 −1 3 −6 | 2 two ] .

Endeavor It four.80

Perform the needed row performance that will become the first entry in row two to be zero in the augmented matrix: [ 1 −1 −2 −3 | 3 2 ] . [ ane −ane −2 −three | 3 2 ] .

Solve Systems of Equations Using Matrices

To solve a organization of equations using matrices, we transform the augmented matrix into a matrix in row-echelon form using row operations. For a consistent and independent system of equations, its augmented matrix is in row-echelon grade when to the left of the vertical line, each entry on the diagonal is a 1 and all entries below the diagonal are zeros.

Row-Echelon Form

For a consistent and independent system of equations, its augmented matrix is in row-echelon form when to the left of the vertical line, each entry on the diagonal is a 1 and all entries below the diagonal are zeros.

A 2 by 3 matrix is shown on the left. Its first row is 1, a, b. Its second row is 0, 1, c. An arrow points diagonally down and right, overlapping both the 1s in the matrix. A 3 by 4 matrix is shown on the right. Its first row is 1, a, b, d. Its second row is 0, 1, c, e. Its third row is 0, 0, 1, f. An arrow points diagonally down and right, overlapping all the 1s in the matrix. a, b, c, d, e, f are real numbers.

Once we get the augmented matrix into row-echelon form, we tin write the equivalent system of equations and read the value of at least 1 variable. We then substitute this value in some other equation to keep to solve for the other variables. This process is illustrated in the adjacent instance.

Case four.41

How to Solve a System of Equations Using a Matrix

Solve the arrangement of equations using a matrix: { 3 ten + 4 y = 5 10 + 2 y = 1 . { iii 10 + 4 y = v 10 + 2 y = 1 .

Endeavor It 4.81

Solve the system of equations using a matrix: { 2 x + y = 7 x 2 y = 6 . { 2 10 + y = 7 10 2 y = vi .

Effort It 4.82

Solve the organization of equations using a matrix: { 2 x + y = −4 x y = −two . { 2 x + y = −4 x y = −ii .

The steps are summarized here.

How To

Solve a system of equations using matrices.

  1. Step ane. Write the augmented matrix for the organisation of equations.
  2. Footstep ii. Using row operations get the entry in row one, cavalcade ane to be 1.
  3. Stride iii. Using row operations, get zeros in column one below the 1.
  4. Stride 4. Using row operations, get the entry in row 2, column 2 to be one.
  5. Step 5. Continue the process until the matrix is in row-echelon class.
  6. Step half dozen. Write the corresponding system of equations.
  7. Step 7. Use exchange to detect the remaining variables.
  8. Footstep 8. Write the solution as an ordered pair or triple.
  9. Stride 9. Check that the solution makes the original equations true.

Here is a visual to prove the club for getting the 1'southward and 0's in the proper position for row-echelon class.

The figure shows 3 steps for a 2 by 3 matrix and 6 steps for a 3 by 4 matrix. For the former, step 1 is to get a 1 in row 1 column 1. Step to is to get a 0 is row 2 column 1. Step 3 is to get a 1 in row 2 column 2. For a 3 by 4 matrix, step 1 is to get a 1 in row 1 column 1. Step 2 is to get a 0 in row 2 column 1. Step 3 is to get a 0 in row 3 column 1. Step 4 is to get a 1 in row 2 column 2. Step 5 is to get a 0 in row 3 column 2. Step 6 is to get a 1 in row 3 column 3.

We apply the same procedure when the arrangement of equations has iii equations.

Instance 4.42

Solve the system of equations using a matrix: { 3 x + viii y + 2 z = −5 2 x + five y three z = 0 x + 2 y two z = −1 . { 3 x + 8 y + ii z = −v 2 x + 5 y iii z = 0 x + 2 y 2 z = −1 .

Try Information technology 4.83

Solve the organisation of equations using a matrix: { two x five y + three z = eight 3 10 y + 4 z = vii 10 + 3 y + two z = −three . { 2 x five y + 3 z = 8 iii x y + 4 z = vii ten + 3 y + 2 z = −3 .

Effort It 4.84

Solve the system of equations using a matrix: { −three x + y + z = −4 x + two y 2 z = 1 2 x y z = −i . { −3 10 + y + z = −4 x + 2 y ii z = 1 two ten y z = −1 .

And so far our work with matrices has only been with systems that are consistent and contained, which means they have exactly one solution. Permit's at present expect at what happens when we use a matrix for a dependent or inconsistent system.

Example 4.43

Solve the system of equations using a matrix: { x + y + three z = 0 x + 3 y + 5 z = 0 2 ten + 4 z = 1 . { x + y + iii z = 0 10 + 3 y + five z = 0 2 x + 4 z = i .

Try It iv.85

Solve the system of equations using a matrix: { ten 2 y + 2 z = 1 −2 x + y z = 2 10 y + z = five . { x 2 y + two z = 1 −ii x + y z = 2 x y + z = 5 .

Effort It four.86

Solve the system of equations using a matrix: { 3 x + 4 y 3 z = −ii 2 x + 3 y z = −12 x + y 2 z = half-dozen . { 3 ten + 4 y 3 z = −2 2 x + three y z = −12 x + y 2 z = 6 .

The terminal system was inconsistent and so had no solutions. The next example is dependent and has infinitely many solutions.

Case 4.44

Solve the system of equations using a matrix: { ten 2 y + 3 z = 1 10 + y three z = 7 3 10 iv y + v z = 7 . { x ii y + iii z = 1 ten + y iii z = 7 three 10 iv y + five z = 7 .

Endeavour It 4.87

Solve the organisation of equations using a matrix: { x + y z = 0 ii 10 + iv y 2 z = 6 3 ten + 6 y three z = 9 . { x + y z = 0 2 ten + 4 y 2 z = half dozen 3 x + 6 y 3 z = ix .

Attempt It 4.88

Solve the system of equations using a matrix: { x y z = 1 x + 2 y iii z = −4 3 ten ii y 7 z = 0 . { x y z = i x + 2 y 3 z = −four iii x two y 7 z = 0 .

Section 4.5 Exercises

Practice Makes Perfect

Write the Augmented Matrix for a System of Equations

In the following exercises, write each organization of linear equations as an augmented matrix.

196 .


{ 3 10 y = −1 2 y = ii x + 5 { iii ten y = −ane 2 y = ii x + 5
{ iv x + 3 y = −2 10 2 y iii z = 7 2 ten y + 2 z = −half dozen { four 10 + iii y = −2 10 2 y 3 z = 7 ii x y + 2 z = −6

197.


{ ii x + four y = −5 3 x 2 y = 2 { 2 x + 4 y = −5 3 x ii y = 2
{ iii ten 2 y z = −two −2 x + y = v five x + 4 y + z = −ane { 3 x 2 y z = −2 −ii 10 + y = 5 5 10 + iv y + z = −1

198 .


{ three x y = −4 ii x = y + 2 { 3 x y = −4 two 10 = y + two
{ 10 3 y iv z = −2 4 x + ii y + ii z = 5 2 x 5 y + 7 z = −eight { x 3 y 4 z = −two 4 x + 2 y + 2 z = 5 2 ten 5 y + seven z = −8

199.


{ two x v y = −3 4 x = 3 y 1 { 2 x five y = −three iv x = 3 y 1
{ 4 x + 3 y 2 z = −3 −2 10 + y 3 z = four x 4 y + 5 z = −2 { iv x + iii y 2 z = −3 −2 x + y three z = 4 x four y + five z = −ii

Write the arrangement of equations that corresponds to the augmented matrix.

200 .

[ ii −1 one −three | 4 2 ] [ 2 −1 1 −3 | 4 2 ]

201.

[ ii −4 3 −three | −two −1 ] [ ii −four 3 −three | −two −1 ]

202 .

[ i 0 −3 1 −two 0 0 −1 two | −1 −2 3 ] [ i 0 −3 1 −2 0 0 −1 two | −1 −two 3 ]

203.

[ 2 −2 0 0 two −1 3 0 −1 | −i 2 −2 ] [ 2 −ii 0 0 2 −1 iii 0 −1 | −1 2 −ii ]

Use Row Operations on a Matrix

In the following exercises, perform the indicated operations on the augmented matrices.

204 .

[ 6 −iv 3 −2 | 3 1 ] [ vi −4 3 −2 | three 1 ]

Interchange rows 1 and 2

Multiply row 2 by iii

Multiply row 2 by −2 −2 and add row one to information technology.

205.

[ four −6 3 2 | −3 1 ] [ four −6 3 2 | −three ane ]

Interchange rows ane and 2

Multiply row 1 by four

Multiply row 2 by three and add together row i to it.

206 .

[ four −12 −viii 4 −2 −3 −6 2 −1 | sixteen −i −one ] [ 4 −12 −eight 4 −2 −3 −6 2 −1 | sixteen −i −1 ]

Interchange rows 2 and 3

Multiply row ane by 4

Multiply row 2 by −two −2 and add to row 3.

207.

[ 6 −v 2 ii 1 −4 3 −3 1 | iii 5 −1 ] [ half-dozen −v ii ii 1 −iv three −3 1 | three 5 −one ]

Interchange rows 2 and three

Multiply row 2 by v

Multiply row iii by −2 −two and add together to row 1.

208 .

Perform the needed row operation that volition get the first entry in row 2 to be zero in the augmented matrix: [ 1 two −3 −4 | 5 −1 ] . [ 1 2 −iii −4 | 5 −1 ] .

209.

Perform the needed row operations that volition get the first entry in both row ii and row three to exist zero in the augmented matrix: [ 1 −2 iii 3 −i −2 2 −3 −4 | −4 5 −1 ] . [ i −2 3 3 −1 −ii 2 −3 −4 | −4 5 −1 ] .

Solve Systems of Equations Using Matrices

In the following exercises, solve each system of equations using a matrix.

210 .

{ 2 x + y = two x y = −two { ii x + y = ii x y = −ii

211.

{ iii x + y = 2 10 y = 2 { 3 10 + y = 2 x y = 2

212 .

{ x + 2 y = −2 10 + y = −iv { x + ii y = −2 x + y = −4

213.

{ −2 10 + 3 y = 3 x + 3 y = 12 { −2 x + three y = three x + three y = 12

In the following exercises, solve each arrangement of equations using a matrix.

214 .

{ 2 ten three y + z = xix −3 x + y 2 z = −15 10 + y + z = 0 { 2 x 3 y + z = 19 −3 x + y two z = −xv x + y + z = 0

215.

{ 2 x y + 3 z = −3 x + ii y z = x x + y + z = 5 { ii x y + 3 z = −3 ten + ii y z = 10 x + y + z = 5

216 .

{ ii x 6 y + z = iii 3 x + 2 y three z = 2 2 10 + iii y two z = iii { 2 x 6 y + z = 3 3 x + 2 y iii z = 2 2 x + 3 y ii z = three

217.

{ iv 10 3 y + z = seven 2 x 5 y 4 z = iii iii ten two y two z = −7 { 4 10 3 y + z = 7 2 x 5 y 4 z = 3 3 x 2 y two z = −7

218 .

{ x + 2 z = 0 4 y + three z = −2 2 x v y = iii { x + two z = 0 four y + 3 z = −2 two ten 5 y = 3

219.

{ 2 ten + 5 y = 4 3 y z = three 4 x + three z = −three { 2 x + v y = 4 3 y z = 3 4 x + 3 z = −iii

220 .

{ 2 y + 3 z = −1 v 10 + 3 y = −half dozen seven 10 + z = 1 { 2 y + 3 z = −i five x + three y = −6 7 x + z = 1

221.

{ three x z = −3 five y + two z = −half-dozen four x + 3 y = −8 { 3 x z = −3 five y + 2 z = −6 4 x + 3 y = −8

222 .

{ ii ten + 3 y + z = 12 x + y + z = nine 3 ten + 4 y + 2 z = 20 { two x + three y + z = 12 ten + y + z = 9 three x + four y + 2 z = twenty

223.

{ x + two y + six z = v x + y ii z = 3 10 iv y 2 z = 1 { ten + 2 y + 6 z = 5 x + y 2 z = 3 x 4 y 2 z = 1

224 .

{ x + 2 y three z = −1 x 3 y + z = ane ii ten y two z = 2 { x + ii y 3 z = −1 x iii y + z = one 2 x y 2 z = ii

225.

{ four x 3 y + 2 z = 0 −2 ten + 3 y 7 z = 1 2 10 ii y + 3 z = 6 { 4 x 3 y + 2 z = 0 −2 ten + 3 y seven z = i 2 x 2 y + iii z = 6

226 .

{ 10 y + 2 z = −4 2 10 + y + 3 z = 2 −iii x + 3 y 6 z = 12 { x y + 2 z = −4 2 10 + y + three z = ii −3 ten + 3 y 6 z = 12

227.

{ x 3 y + two z = 14 10 + 2 y three z = −4 iii 10 + y 2 z = 6 { x 3 y + 2 z = 14 x + two y iii z = −iv 3 x + y ii z = vi

228 .

{ x + y 3 z = −ane y z = 0 x + ii y = 1 { 10 + y three z = −1 y z = 0 10 + 2 y = 1

229.

{ x + 2 y + z = 4 x + y 2 z = 3 −2 x 3 y + z = −7 { x + ii y + z = 4 x + y ii z = 3 −ii x 3 y + z = −7

Writing Exercises

230 .

Solve the system of equations { x + y = 10 x y = six { x + y = 10 x y = 6 by graphing and past substitution. Which method do you prefer? Why?

231.

Solve the system of equations { 3 x + y = 12 ten = y 8 { 3 10 + y = 12 x = y 8 by substitution and explain all your steps in words.

Self Check

After completing the exercises, use this checklist to evaluate your mastery of the objectives of this section.

This table has 4 columns 5 rows and a header row. The header row labels each column I can, confidently, with some help and no, I don't get it. The first column has the following statements: Write the augmented matrix for a system of equations, Use row operations on a matrix, Solve systems of equations using matrices, Write the augmented matrix for a system of equations, Use row operations on a matrix. The remaining columns are blank.

After looking at the checklist, do you think you are well-prepared for the next department? Why or why non?

Matrix With Infinitely Many Solutions,

Source: https://openstax.org/books/intermediate-algebra-2e/pages/4-5-solve-systems-of-equations-using-matrices

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