(true/false) 14.Every nonzero subspace has an orthonormal basis. 15.The result o
ID: 3115862 • Letter: #
Question
(true/false)
14.Every nonzero subspace has an orthonormal basis.
15.The result of applying the Gram-Schmidt procedure to a basis which is orthonormal is the same basis one started with.
16.If A, B are two matrices with compatible size, and A has rank 1 and B has rank 1, then rank(AB) 1.
17.If A , B have the same size then rank(A + B) > rank(A) + rank(B).
18.If A, B have the same size then rank(A + B) rank(A) + rank(B) .
19.If A is a nonzero n × 1 column vector then ATA is invertible.
20. There’s a vector b such that [123] x = b is not solvable.
21. Suppose that A^T A is invertible. Then so is A.
22. Suppose that the square matrix A^T A has linearly independent columns. Then A must be invertible.
Explanation / Answer
14. yes it is true that every vector space has orthogonal basis
15 true .
16.false because rank(AB) = MIN( RANK A, rank B)
17. FALSE as always [ rank(A) + rank(B) rank(A + B)]
18. false as rank(A) + rank(B) rank(A + B)
19. true as ATA produces only one single entry which is non zero so it is naturally invertible.
20. false. for any real value of b , 123x is solvable.
21. true. A must be invertible to give A^T A as a invertible.
22. true.
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