Section VI.6

§ 6

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Problem VI.6.1

The value of a bilinear function b\mathrm{b} in some basis is written as a polynomial in the coordinates ξi\xi^{i} and ηj\eta^{j} of the vectors xx and yy :

b(x,y)=ξ1η1+ξ1η2−2ξ2η1+4ξ2η2+3ξ1η3+ξ3η3. \mathrm{b}(x, y)=\xi ^{1} \eta ^{1}+\xi ^{1} \eta ^{2}-2 \xi ^{2} \eta ^{1}+4 \xi ^{2} \eta ^{2}+3 \xi ^{1} \eta ^{3}+\xi ^{3} \eta ^{3} .

Write the matrix of this bilinear function if the space is

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(a)

three-dimensional

(b)

four-dimensional.

Problem VI.6.2

How will the matrix of the bilinear function from problem 1(a)1(a) change if we pass to the basis e1′=e1+e2,e2′=e2+e3,e3′=e3e_{1}^{\prime }=e_{1}+e_{2}, e_{2}^{\prime }=e_{2}+e_{3}, e_{3}^{\prime }=e_{3} ?

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Problem VI.6.3

Write the matrix of the quadratic form (ξ1)2+ξ1ξ2+(ξ2)2\left(\xi^{1}\right)^{2}+\xi^{1} \xi^{2}+\left(\xi^{2}\right)^{2}.

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Problem VI.6.4

Reduce to canonical form the quadratic form with matrix

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(a)

∥123245358∥\left\| \begin{array}{lll}1 & 2 & 3 \\ 2 & 4 & 5 \\ 3 & 5 & 8\end{array}\right\|

(b)

∥123245359∥\left\| \begin{array}{lll}1 & 2 & 3 \\ 2 & 4 & 5 \\ 3 & 5 & 9\end{array}\right\| and find the change-of-basis matrix to the canonical basis.

Problem VI.6.5

The null space of a symmetric bilinear function b\mathrm{b} is the set of vectors xx such that b(x,y)=0\mathrm{b}(x, y)=0 for all yy. Verify that this is a linear subspace. How is its dimension ss related to the rank of b\mathrm{b}? What will the matrix of the function b\mathrm{b} be in a basis whose last ss vectors lie in the null space?

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Problem VI.6.6

BnB n-dimensional space mm quadratic forms are given. Under what condition does there exist a basis in which they can all be represented as polynomials in the first k<nk<n coordinates of a vector?

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Problem VI.6.7

Let AA be a square matrix of order nn and rank rr. For the quadratic form with matrix ATAA^{T} A determine

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(a)

the rank

(b)

the index.

Problem VI.6.8

A quadratic form with matrix BB is positive definite if and only if there exists a nonsingular upper triangular matrix RR such that B=RTRB=R^{T} R. Prove this.

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Problem VI.6.9

A quadratic form k\mathrm{k} is given. Under what condition does there exist a nonzero vector xx for which k(x)=0\mathrm{k}(x)=0 ?

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Problem VI.6.10

What necessary and sufficient condition must the principal minors of a negative definite quadratic form satisfy?

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