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Determine linear independence for 4.1.4.
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4 stepsDetermine linear independence for 4.1.4.
To determine if the vectors , , , and are linearly independent, we form a matrix with these vectors as columns and calculate its determinant.
Perform row operations to simplify the determinant calculation:
Expand along the first column:
Calculate the determinant of the matrix:
Since , the vectors are linearly dependent.
The set of vectors is .Determine which sets of vectors are bases for (Question 4.2).
A set of vectors forms a basis for if it contains exactly four vectors and these vectors are linearly independent.
For 4.2.1:
This set contains only 3 vectors. Since a basis for must have 4 vectors, this set cannot be a basis for .
The set in 4.2.1 is .Check linear independence for 4.2.2.
For 4.2.2:
This set contains 4 vectors. We form a matrix with these vectors as columns and calculate its determinant.Swap and (this changes the sign of the determinant):
Perform row operations:
Expand along the first column:
Calculate the determinant of the matrix:
Since , then .
Since , the vectors are linearly independent. As there are 4 linearly independent vectors in , this set forms a basis.
The set in 4.2.2 is .Check linear independence for 4.2.3.
For 4.2.3:
This set contains 4 vectors. We form a matrix with these vectors as columns and calculate its determinant.Swap and (this changes the sign of the determinant):
Perform row operations:
Expand along the first column:
Calculate the determinant of the matrix:
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