Exercise 5.1.21

Answers

1.
We should use one fact that if B is a matrix with number of nonzero entries less than or equal to k, then we have det (A tB) is a polynomial of t with degree less than or equal to k. To prove this, we induct on both k and the size of matrix n. If k = 0, we know that B is a zero matrix and det (A tB) is constant. For n = 1, it’s easy to see that degree of det (A tB) is equal to 1, which will be less than or equal to k if k 1. Suppose the hypothesis holds for n = k 1. For the case n = k, we may expand the determinant along the first row. That is,
det (A tB) = j=1n(1)1+j(A tB) 1j det (A tB~1j).

If the first row of B is all zero, then det (A tB~1j) is a polynomial with degree less than or equal to k and (A tB)1j contains no t for all j. If the first row of B is not all zero, then det (A tB~1j) is a polynomial with degree less than or equal to k 1 and each (A tB)1j contains t with degree at most 1. In both case, we get that det (A tB) is a polynomial with degree less than or equal to k.

Now we may induct on n to prove the original statement. For n = 1, we have f(t) = A11 t. For n = 2, we have f(t) = (A11 t)(A22 t) A12A21. Suppose the hypothesis is true for n = k 1. For the case n = k, we expand the determinant along the first row. That is,

det (A tI) = (A11 t)det ((~A tI)11) + j=2k(1)i+j det ((~A tI) 1j.

By the induction hypothesis, we know that

det ((~A tI)11) = (A22 t)(A33 t)(Akk t) + p(t),

where p(t) is a polynomial with degree less than or equal to k 3, and

(1)i+j det ((~A tI) 1j

is a polynomial with degree less than or equal to k 2. So it becomes

(A11 t)(A22 t)(Ann t) + (A11 t)p(t) + j=2n(1)i+j det ((~A tI) 1j,

in which the summation of the second term and the third term is a polynomial with degree less than or equal to n 1.

2.
By the previous exercise, we know that the coefficient of tn1 comes from only the first term
(A11 t)(A22 t)(Ann t)

and it would be

(1)n1 Aii = tr(A).
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2011-06-27 00:00
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