Intuition
A 2 by 2 determinant is an area. The columns of the matrix are two arrows, and the determinant measures the parallelogram they span, with a sign that says which way round they turn. For 3 by 3 matrices the same number is a volume.
A photocopier set to 150 per cent enlarges every shape by the same factor, whatever the shape. A linear map does the same to areas, and its determinant is the factor, with a minus sign when the copy comes out mirrored.
The columns of are the arrows and , and the dashed sides complete the parallelogram they span. Its area is .
The same two arrows in the other order: now and . The parallelogram is the same, but turning from to is now clockwise, and .
Here : both columns lie on one line, the parallelogram is flat, and . The map squashes the whole plane onto that line.
Signed area and volume
For a matrix with columns and , the number is the area of the parallelogram with sides and . The sign is when turning from to is anticlockwise, the way turns to , and when it is clockwise. For a matrix, is the volume of the slanted box, the parallelepiped, whose edges are the three columns.
What the number says
- The map sends the unit square, with sides and , to the parallelogram of the columns. So is the factor by which the map multiplies area, and it multiplies every region's area by that same factor.
The shear keeps and slides sideways to . The unit square, dashed on the left, becomes a leaning parallelogram with the same base and the same height, so its area is still — and .
The determinant is an area
Put the parallelogram with sides and inside the rectangle from the origin to its far corner . What lies outside it is two pairs of right triangles and two small rectangles, and subtracting them leaves . This is the case where the four numbers are positive and the first side lies below the second; in the other positions different pieces are cut off, and the sign of records which way the sides turn.
Proof steps
The parallelogram fits inside the rectangle with one corner at the origin and the opposite one at its far vertex.
Two right triangles with legs and lie outside it: one under the side , one above the side parallel to it.
Two right triangles with legs and lie beside the other pair of sides.
Two rectangles, wide and high, fill the two remaining corners.
Subtract everything outside the parallelogram from the rectangle; expanding the product leaves exactly the determinant.
Applications
Practice
Area From the Columns
Read the columns of the matrix as arrows from the origin. The parallelogram they span has area .
So the parallelogram on and has area : five times the unit square.
Try it
What is the area of the parallelogram spanned by and ?
The Sign Is a Turning Direction
when the turn from the first column to the second is anticlockwise, like the turn from to . when it is clockwise. Swapping the two columns keeps the parallelogram and reverses the turn, which is why it changes the sign.
Try it
A matrix has columns and . What is the sign of its determinant, and why?
Try it
A linear map of the plane has matrix . A region has area . What is the area of its image?
Try it
Which matrix squashes the whole plane onto a line?
Try it
The reflection has determinant .
Try it
The shear changes the area of every region.
Volume in Three Dimensions
Three columns in are the edges of a slanted box. Its volume is , and exactly when the box is flat: the three columns lie in one plane through the origin.
Try it
What is the volume of the box whose edges are , and ?
Try it
The determinant of a matrix is . What does that say about its columns?
Try it
Every rotation of the plane about the origin has determinant . What does that say?
What You Learned
- is the area of the parallelogram spanned by the columns of a matrix, and the volume of the box for a one.
- The sign records orientation: positive for an anticlockwise turn from the first column to the second, negative for a mirrored picture.
- A linear map multiplies every area by .
Final checkpoint
Try it
What is the area of the parallelogram spanned by and ?
Try it
A linear map has determinant . What does it do to a region of area ?
Try it
If a matrix has determinant , its two columns lie on one line through the origin.
Completion
Lesson complete
Great work! You now know how to:
- read a 2 by 2 determinant as the area of a parallelogram;
- read its sign as the direction of a turn;
- use the determinant as the area factor of a linear map;
- read a 3 by 3 determinant as a volume, and a zero one as a flat box.