Dot Product Distributes over Addition/Proof 1
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Theorem
- $\paren {\mathbf u + \mathbf v} \cdot \mathbf w = \mathbf u \cdot \mathbf w + \mathbf v \cdot \mathbf w$
Proof
\(\ds \left({\mathbf u + \mathbf v}\right) \cdot \mathbf w\) | \(=\) | \(\ds \sum_{i \mathop = 1}^n \left({u_i + v_i}\right) w_i\) | Definition of Vector Sum and Definition of Dot Product | |||||||||||
\(\ds \) | \(=\) | \(\ds \sum_{i \mathop = 1}^n \left({u_i w_i + v_i w_i}\right)\) | Real Multiplication Distributes over Real Addition | |||||||||||
\(\ds \) | \(=\) | \(\ds \sum_{i \mathop = 1}^n u_i w_i + \sum_{i \mathop = 1}^n v_i w_i\) | ||||||||||||
\(\ds \) | \(=\) | \(\ds \mathbf u \cdot \mathbf w + \mathbf v \cdot \mathbf w\) | Definition of Dot Product |
$\blacksquare$