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MATH307-Individual Homework 23 Solved

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1.   Let, solve Ax = b using Cramer’s rule and verify

your answer is correct by checking whether Ax = b is satisfied.

2.   Let A be a n × n matrix, prove the following three statements are all equivalent:

(a)    Ax = 0 has nontrivial solutions (solutions other than 0).

(b)   The determinant of A is zero.

(c)    0 is an eigenvalue of A.

3.   Let A ∈ Fm×n,m ≥ n with F = R or C be of full rank, prove that the normal equation A∗Ax = A∗b to the least squares problem minkAx − bk2 has a unique solution for any b ∈ Fn .

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