Example of vector-scalar multiplication in R^2

Created almost 9 years ago, updated 6 months ago

Example: Scalar multiplication in \(\mathbb{R}^2\).

Let \(\mathbf{v} = (2, 1) \in \mathbb{R}^2\). Consider several scalar multiples:

Positive scalars

  • \(2 \cdot \mathbf{v} = 2 \cdot (2, 1) = (4, 2)\) — doubles the length, same direction
  • \(\frac{1}{2} \cdot \mathbf{v} = (1, 0.5)\) — halves the length, same direction
  • \(3 \cdot \mathbf{v} = (6, 3)\)

Negative scalars

  • \(-1 \cdot \mathbf{v} = (-2, -1)\) — same length, opposite direction
  • \(-2 \cdot \mathbf{v} = (-4, -2)\) — doubles the length, opposite direction

Zero scalar

  • \(0 \cdot \mathbf{v} = (0, 0) = \mathbf{0}\) — the zero vector

Geometric interpretation

All scalar multiples of \(\mathbf{v} = (2, 1)\) lie on the line through the origin with slope \(1/2\). The scalar \(a\) determines:

  • Magnitude: \(\|a\mathbf{v}\| = |a| \cdot \|\mathbf{v}\|\)
  • Direction: same as \(\mathbf{v}\) if \(a > 0\), opposite if \(a < 0\)

The set \(\{a \cdot \mathbf{v} \mid a \in \mathbb{R}\}\) is the span of \(\mathbf{v}\), a 1-dimensional subspace of \(\mathbb{R}^2\).

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