Chapter 12: Problem 11
Let \(q\) be the quadratic form associated with the symmetric bilinear form \(f\). Verify the polar identity \(\left.f(u, v)=\frac{1}{2}[q(u+v)-q(u)-q(v)] . \text { (Assume that } 1+1 \neq 0 .\right)\)
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Chapter 12: Problem 11
Let \(q\) be the quadratic form associated with the symmetric bilinear form \(f\). Verify the polar identity \(\left.f(u, v)=\frac{1}{2}[q(u+v)-q(u)-q(v)] . \text { (Assume that } 1+1 \neq 0 .\right)\)
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Let \([f]\) denote the matrix representation of a bilinear form \(f\) on \(V\) relative to a basis \(\left\\{u_{i}\right\\} .\) Show that the mapping \(f \mapsto[f]\) is an isomorphism of \(B(V)\) onto the vector space \(V\) of \(n\) -square matrices.
Let \(f\) be the bilinear form on \(\mathbf{R}^{2}\) defined by $$f\left[\left(x_{1}, x_{2}\right),\left(y_{1}, y_{2}\right)\right]=3 x_{1} y_{1}-2 x_{1} y_{2}+4 x_{2} y_{1}-x_{2} y_{2}$$ (a) Find the matrix \(A\) of \(f\) in the basis \(\left\\{u_{1}=(1,1), u_{2}=(1,2)\right\\}\) (b) Find the matrix \(B\) of \(f\) in the basis \(\left\\{v_{1}=(1,-1), \quad v_{2}=(3,1)\right\\}\) (c) Find the change-of-basis matrix \(P\) from \(\left\\{u_{i}\right\\}\) to \(\left\\{v_{i}\right\\},\) and verify that \(B=P^{T} A P\)
Show that \(q(x, y)=a x^{2}+b x y+c y^{2}\) is positive definite if and only if \(a>0\) and the discriminant \(D=b^{2}-4 a c<0\)
Show that congruence of matrices (denoted by \(\simeq\) ) is an equivalence relation; that is, (i) \(A \simeq A\) (ii) If \(A \simeq B,\) then \(B \simeq A\) (iii) If \(A \simeq B\) and \(B \simeq C,\) then \(A \simeq C\)
Consider a real quadratic polynomial \(q\left(x_{1}, \ldots, x_{n}\right)=\sum_{i, j=1}^{n} a_{i j} x_{i} x_{j},\) where \(a_{i j}=a_{j i}\) (a) If \(a_{11} \neq 0,\) show that the substitution \(x_{1}=y_{1}-\frac{1}{a_{11}}\left(a_{12} y_{2}+\cdots+a_{1 n} y_{n}\right), \quad x_{2}=y_{2}, \quad \ldots, \quad x_{n}=y_{n}\) yields the equation \(q\left(x_{1}, \ldots, x_{n}\right)=a_{11} y_{1}^{2}+q^{\prime}\left(y_{2}, \ldots, y_{n}\right),\) where \(q^{\prime}\) is also a quadratic polynomial. (b) If \(a_{11}=0\) but, say, \(a_{12} \neq 0,\) show that the substitution \(x_{1}=y_{1}+y_{2}, \quad x_{2}=y_{1}-y_{2}, \quad x_{3}=y_{3}, \quad \ldots, \quad x_{n}=y_{n}\) yields the equation \(q\left(x_{1}, \ldots, x_{n}\right)=\sum b_{i j} y_{i} y_{j},\) where \(b_{11} \neq 0,\) which reduces this case to case (a).
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