Practice question · Put in order
The four statements below are equivalent for a square matrix , each implies the next in a natural cycle of reasoning. Order the chain starting from the determinant.
- : the transformation preserves some volume
- So the columns of are linearly independent
- So every equation has exactly one solution
- So no direction is collapsed: only for
Hints
- Follow the geometry: nonzero volume → nothing flattened → columns all point in genuinely different directions → transformations can be undone.
- A collapse (some with ) would smash distinct inputs onto the same output, killing unique solvability.
Show the answer
- : the transformation preserves some volume
- So no direction is collapsed: only for
- So the columns of are linearly independent
- So every equation has exactly one solution
Why
This chain is a slice of the Invertible Matrix Theorem, a dozen conditions that live or die together. One number, , answers all of them at once, which is why "check the determinant" is the first move on any square system.
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