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 x≠0x \ne 0) would smash distinct inputs onto the same output, killing unique solvability.
Show the answer
  1. det⁡A≠0\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, det⁡A\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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