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How does the geometric projection argument prove that |a⋅ba\cdot b| ≤ |a||b| for non-zero vectors?

The proof relies on the property that the length of a vector's projection onto another vector cannot exceed the original vector's magnitude. By defining the projection of b onto a as proj_a b = (a⋅ba\cdot b / |a|^2)a, its magnitude is calculated as |proj_a b| = |a⋅ba\cdot b|/|a|. Since |proj_a b| ≤ |b|, substituting yields |a⋅ba\cdot b|/|a| ≤ |b|, which simplifies to |a⋅ba\cdot b| ≤ |a||b|.

Conditions

  • Vectors a and b are in Euclidean space
  • |a| ≠ 0

Reasoning, step by step

  1. Define the dot product as a⋅ba\cdot b = |a||b|cosθ.
  2. Express the projection of b onto a: proj_a b = ((a⋅ba\cdot b)/|a|^2)a.
  3. Calculate the magnitude of this projection: |proj_a b| = |a⋅ba\cdot b|/|a|.
  4. Apply the geometric constraint that projection length ≤ original vector length: |proj_a b| ≤ |b|.
  5. Combine inequalities: |a⋅ba\cdot b|/|a| ≤ |b|.
  6. Multiply both sides by |a| to derive |a⋅ba\cdot b| ≤ |a||b|.

Example

The script states: 'first the dot product definition a⋅ba\cdot b = |a||b|cosθ; then the projection formula proj_a b = (a⋅ba\cdot b / |a|^2)a; followed by the magnitude of projection |proj_a b| = |a⋅ba\cdot b|/|a| ≤ |b|. This leads to the conclusion |a⋅ba\cdot b| ≤ |a||b|.'

Common misconceptions

  • Assuming the projection can be longer than the original vector.
  • Confusing the scalar projection with the vector projection component.

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