Physics I / Problem-Solving: Linear Algebra
Practice question · Put in order

The four statements below are equivalent for a square matrix AA, each implies the next in a natural cycle of reasoning. Order the chain starting from the determinant.

Hints
  1. Follow the geometry: nonzero volume → nothing flattened → columns all point in genuinely different directions → transformations can be undone.
  2. A collapse (some Ax=0Ax = 0 with x0x \ne 0) would smash distinct inputs onto the same output, killing unique solvability.
Show the answer
  1. detA0\det A \ne 0: the transformation preserves some volume
  2. So no direction is collapsed: Ax=0Ax = 0 only for x=0x = 0
  3. So the columns of AA are linearly independent
  4. So every equation Ax=bAx = b 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, detA\det A, answers all of them at once, which is why "check the determinant" is the first move on any square system.

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