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Math · Linear Algebra

Chapter 5: Determinants

The Determinant as Area

One number that says how much space was stretched.

Lesson
1
Time
About 23 minutes
0 of 12 done

Step 1: Let's Learn

Read it, or press Listen and follow the words.

For rows [a, b] and [c, d], the determinant is ad − bc. The formula is easy; what it measures is the point.

It is an area factor

The determinant is the factor by which the transformation multiplies every area. A determinant of 3 triples every region.

Where to see it

The unit square has area 1. Its image is a parallelogram, and that parallelogram has area equal to the determinant.

The sign

A negative determinant means the plane was flipped over. The size still gives the area factor.

Zero

A determinant of zero means the parallelogram collapsed to a segment. Everything has been squashed onto a line.

The connection to inverses

Zero determinant means dependent columns, no inverse, and either no solution or infinitely many. All of those are one fact.

How much space was stretched

The determinant gives the factor by which the transformation multiplies area in two dimensions, or volume in three. A determinant of 3 triples every area in the plane.

The sign records orientation

A negative determinant means the transformation flips orientation, as a reflection does. So the determinant carries both a scaling factor and a handedness.

Zero means collapse

A determinant of zero means everything is squashed onto a lower-dimensional set — a line or a point. Area becomes zero, information is lost, and no inverse can exist.

Computing it

The 2×2 case is ad − bc. Larger matrices use cofactor expansion or, far more efficiently, row reduction. For anything beyond 3×3, expansion by cofactors is impractically slow.

Step 2: Try It Yourself

Tap and try it out.

The shaded parallelogram is the image of the unit square, and its area is the determinant. Drive it to zero and watch it collapse.
ij
  • i-hat lands on(3, 1)
  • j-hat lands on(1, 2)
  • Determinant5

The shaded parallelogram is the image of the unit square, and its area is 5. That is exactly what the determinant measures.

Step 3: Watch an Example

One step at a time.

Watch Bassam Read an Area

Bassam applies the matrix with rows [3, 1] and [1, 2] to a shape of area 4.

  1. Step 1

    He computes the determinant: 6 − 1 = 5.

Step 4: Your Turn

Practice makes it stick.

The Stretch

Problem 1 of 2

A determinant of 6 applied to a shape of area 3. What is the new area?

The Flip

Problem 2 of 2

A determinant of −4 applied to a shape of area 5. What is the new area?

Measure the Stretch

1 of 8

Rows [4, 1] and [2, 3]. What is the determinant?

2 of 8

Rows [2, 6] and [1, 3]. What is the determinant?

3 of 8

Rows [5, 0] and [0, 5]. What is the determinant?

4 of 8

A determinant of 0. What is the area of the image of the unit square?

5 of 8

A determinant of 7 on a shape of area 2. What is the new area?

6 of 8

Rows [1, 2] and [3, 4]. What is the determinant?

7 of 8

Sort each determinant by what it says about the transformation.

Tap something to move it.

  • Empty
  • Empty

8 of 8

The identity matrix. What is its determinant?

Step 5: Quick Check

Show what you know.

Question 1 of 2

Rows [6, 2] and [4, 3]. What is the determinant?

Question 2 of 2

What does the determinant measure?

What You Learned

  • The determinant ad − bc is the factor by which a transformation scales every area.
  • Its sign records whether the plane was flipped over.
  • A determinant of zero means everything collapsed onto a line, so no inverse can exist.