The Determinant
Every transformation stretches or squashes area by some factor. That factor is the
determinant. Take the unit square (area 1); after the transformation it becomes
a parallelogram, and its new area is the determinant. For a 2×2 matrix the formula is
\det\begin{bmatrix} a & b \\ c & d \end{bmatrix} = ad - bc.
So a determinant of 3 means "areas triple"; a determinant of
\tfrac12 means "areas halve". The determinant packs the entire
area-effect of a matrix into one number.
Area, live
Move the columns of the matrix (where \hat{\imath} and
\hat{\jmath} land). The shaded parallelogram is the image of the unit
square, and its area — the absolute determinant — is read off below. Notice the
sign: when the columns swap their clockwise order, the determinant goes
negative, meaning the plane has been flipped over.
What the sign and size tell you
- Size — how much areas grow or shrink.
- Positive — orientation preserved (no flip).
- Negative — orientation reversed (a reflection is baked in).
- Zero — the square is crushed flat to a line or point; area is destroyed.
That last case is the most important of all: a determinant of zero means the transformation
collapses
space, and it's the line between matrices you can undo and matrices you can't.