# Answer on Linear Algebra Question for Mikhail Vega

Question #24671

1.a) Prove that the product A = v(w^T) of a nonzero m x 1 column vector v by a nonzero 1 x n

row vector w^T is an m x n matrix of rank 1. [Hint: do a few small examples]

b) Now show that if A is an m x n matrix of rank 1, then there exist a nonzero m x 1 column

vector v and a nonzero 1 x n row vector w^T such that A = v(w^T).

row vector w^T is an m x n matrix of rank 1. [Hint: do a few small examples]

b) Now show that if A is an m x n matrix of rank 1, then there exist a nonzero m x 1 column

vector v and a nonzero 1 x n row vector w^T such that A = v(w^T).

Expert's answer

1

Fact& rank(AB)<=min{rank(A), rank(B)}

rank(v * w^t)<=1 =>& rank A = 1

2

If rank A =1 then each column is a multiply of some& column vector v, so A can be expressed as ( av,& bv,& ...& , cv), where a,b,....,c are constants.

Then A=v * (a,b,...,c)^t

Fact& rank(AB)<=min{rank(A), rank(B)}

rank(v * w^t)<=1 =>& rank A = 1

2

If rank A =1 then each column is a multiply of some& column vector v, so A can be expressed as ( av,& bv,& ...& , cv), where a,b,....,c are constants.

Then A=v * (a,b,...,c)^t

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