Does the dot product distribute over vector addition?
Conditions
- The vectors are in a real inner product space.
- The operation is the standard dot product.
Reasoning, step by step
- Recall the distributive property of multiplication over addition.
- Apply it to the dot product with vector addition.
- Verify that the dot product of a vector with a sum equals the sum of the individual dot products.
- Conclude that the dot product is distributive.
Example
The script states that the dot product distributes over vector addition. For example, .
Common misconceptions
- Confusing distributivity with associativity.
- Thinking distribution only works for scalar multiplication.
- Believing the dot product is not linear.
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