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Is (1, 4, 3) in the span of (1, 1, 1), (0, 1, 1)

Step by step, with the reason for every step · Span · Linear Algebra

Step by step

The question

Question: is (1, 4, 3) in the span of (1, 1, 1) and (0, 1, 1)?

v1 = [1; 1; 1], v2 = [0; 1; 1]

We call them v₁ and v₂, and the vector we test b.

b = [1; 4; 3]

The span of some vectors is every linear combination of them: any numbers times them, added.

span: every c1v1 + c2v2

1 Write the vector equation

b is in the span if some numbers c₁ and c₂ make this true.

We look for them.

c1[1; 1; 1] + c2[0; 1; 1] = [1; 4; 3]

2 Write the augmented matrix

Each vector goes in as a column: the first entries make row 1, the second entries row 2.

b goes after the bar.

= [1, 0, 1; 1, 1, 4; 1, 1, 3]

We call the rows R 1, R 2 and R 3.

Careful!

Each vector is a column of the matrix, not a row.

Row 1 holds the first entries of v₁ and v₂, and of b.

Careful: the vectors are the COLUMNS

3 Row reduce

We use the three row moves: swap two rows, times a row by a number that is not 0, add a multiple of one row to another.

They never change the answers.

Our goal: a leading 1 in each row, with 0s above and below it.

swap two rows
× a row by a number (not 0)
add a multiple of one row to another
→ [1, 0, 1; 0, 1, 3; 0, 1, 2]
→ [1, 0, 1; 0, 1, 3; 0, 0, −1]

4 Read the answer

Look at row 3: 0s, then −1 after the bar.

As an equation it says 0c₁ + 0c₂ = −1.

The left side is always 0, so this is false for every choice of numbers.

0c1 + 0c2 = −1

So no numbers work: (1, 4, 3) is not in the span.

b = is not in the span

5 Check

Let's check.

The other rows give c₁ = 1 and c₂ = 3.

They are the only numbers that fit those rows.

We try them.

= [1; 1; 1] + 3 × [0; 1; 1]
= [1; 1; 1] + [3 × 0; 3 × 1; 3 × 1]
= [1; 1; 1] + [0; 3; 3]
= [1 + 0; 1 + 3; 1 + 3]
= [1; 4; 4]

We get (1, 4, 4), not (1, 4, 3).

So b is not in the span: the answer is right!

Let's look back.

First: write the vector equation.

Then: write the augmented matrix.

Then: row reduce.

Then: read the answer.

Last: check.

Answer
b = is not in the span

Your turn

Try this one yourself, then check:

Is [1; 4; 1] in the span of [1; 2; 1], [0; 1; 1] ?
Show the answer
b is not in the span

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