How does adding two vectors in the set x₃=x₁+x₂ preserve the defining relation?
Conditions
- and are vectors in .
- and satisfy the equation and respectively.
- Vector addition is defined componentwise.
Reasoning, step by step
- Write down the component equations for vectors and .
- Compute the third component of the sum as .
- Substitute the defining relations for and .
- Rearrange the terms using associativity and commutativity of real number addition.
- Group the terms to match the first and second components of .
- Conclude that the sum satisfies the defining relation.
Example
The script states: 'If x₃=x₁+x₂ and y₃=y₁+y₂, then x₃+y₃=(x₁+y₁)+(x₂+y₂). Thus adding any two members preserves the defining relation.'
Common misconceptions
- Assuming that the relation holds for any linear combination without proof.
- Forgetting that vector addition is componentwise.
- Confusing the indices of the components.
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The three standard criteria are: 1) The subset is nonempty (typically verified by showing it contains the zero vector); 2) The subset is closed under vector addition; 3) The subset is closed under scalar multiplication.
Conditions: The subset is part of a larger vector space.; The operations are the inherited vector addition and scalar multiplication.
Scalar multiplication preserves the relation because multiplying the equation by a scalar yields . This shows that the third component of the scaled vector equals the sum of its first and second components.
Conditions: is a vector in the set satisfying .; is a real scalar.; Scalar multiplication is defined componentwise.
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.
Conditions: The set is a candidate for being a subspace of a vector space.; The definition of a subspace requires it to be a vector space under the inherited operations.
To prove that the set is a subspace, you must verify three conditions: nonemptiness (containing the zero vector), closure under vector addition, and closure under scalar multiplication.
Conditions: The set is defined by the linear equation in .; The field of scalars is .
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