How does scalar multiplication preserve the relation x₃=x₁+x₂?
Conditions
- is a vector in the set satisfying .
- is a real scalar.
- Scalar multiplication is defined componentwise.
Reasoning, step by step
- Start with the defining equation for vector : .
- Multiply both sides of the equation by the scalar .
- Use the distributive property of real numbers: .
- Identify the components of the scaled vector as .
- Conclude that , so is in the set.
Example
The script states: 'Multiplying x₃=x₁+x₂ by any real scalar gives cx₃=cx₁+cx₂.'
Common misconceptions
- Forgetting to distribute the scalar to all terms.
- Assuming the scalar only multiplies the left side.
- Confusing scalar multiplication with vector addition.
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The zero vector must be in the set to ensure the set is nonempty. A subspace is a vector space in its own right, and every vector space must contain an additive identity, which is the zero vector.
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