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Does the dot product distribute over vector addition?

Yes, the dot product distributes over vector addition. This means a⋅(b+c)=a⋅b+a⋅c\mathbf{a} \cdot (\mathbf{b} + \mathbf{c}) = \mathbf{a} \cdot \mathbf{b} + \mathbf{a} \cdot \mathbf{c}.

Conditions

  • The vectors are in a real inner product space.
  • The operation is the standard dot product.

Reasoning, step by step

  1. Recall the distributive property of multiplication over addition.
  2. Apply it to the dot product with vector addition.
  3. Verify that the dot product of a vector with a sum equals the sum of the individual dot products.
  4. Conclude that the dot product is distributive.

Example

The script states that the dot product distributes over vector addition. For example, a⋅(b+c)=a⋅b+a⋅c\mathbf{a} \cdot (\mathbf{b} + \mathbf{c}) = \mathbf{a} \cdot \mathbf{b} + \mathbf{a} \cdot \mathbf{c}.

Common misconceptions

  • Confusing distributivity with associativity.
  • Thinking distribution only works for scalar multiplication.
  • Believing the dot product is not linear.

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