Scalar multiplication involves multiplying a vector by a scalar (a single number). This operation scales the vector, altering its magnitude without changing its direction. If a vector \( \mathbf{v} = \langle v_x, v_y \rangle \) is multiplied by a scalar \( k \), the resulting vector \( k\mathbf{v} \) is given by \( \langle k v_x, k v_y \rangle \).
The direction remains the same if \( k \) is positive and is reversed if \( k \) is negative. This operation is incredibly useful as it allows us to manipulate the vector's magnitude while retaining, or intentionally reversing, its orientation.
For example, to find vectors \( \mathbf{a} \) and \( \mathbf{b} \) that are parallel to \( \mathbf{v} = \langle 1, 1 \rangle \) with three times its magnitude, we perform the following:
- Multiply by \( 3 \): \( 3 \langle 1, 1 \rangle = \langle 3, 3 \rangle \).
- Multiply by \( -3 \): \( -3 \langle 1, 1 \rangle = \langle -3, -3 \rangle \).
Both vectors are parallel to \( \mathbf{v} \), with \( \mathbf{a} \) pointing in the same direction and \( \mathbf{b} \) in the opposite direction, each possessing a magnitude \( 3\sqrt{2} \), exactly three times that of \( \mathbf{v} \).