Subsection 31.2

Biorthogonal basis (31.33-31.42)

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Problem 31.33
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(1)

The polynomials 1,t,…,tn1, t, \ldots , t^{n} form a basis in the space P(n)\mathcal{P}^{(n)}. Find the corresponding biorthogonal basis.

(2)

The polynomials 1,t−t0,…,(t−t0)n1, t - t_{0}, \ldots , \left(t - t_{0}\right)^{n} form a basis in the space P(n)\mathcal{P}^{(n)}. Find the corresponding biorthogonal basis.

Problem 31.34

How does the biorthogonal basis transform if the given basis is transformed by the transition matrix SS?

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Problem 31.35
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(1)

Let the basis f1,f2,f3\mathrm{f}_{1}, \mathrm{f}_{2}, \mathrm{f}_{3} of the space L3∗\mathcal{L}_{3}^{ * } be biorthogonal to the basis e1,e2,e3e_{1}, e_{2}, e_{3} of the space L3\mathcal{L}_{3}. Find the basis biorthogonal 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}.

(2)

In a four-dimensional arithmetic space, the columns of the matrix A433\mathbf{A}_{433} form a basis. Find the coefficient rows of the elements of the biorthogonal basis. A433=[1−21001−21001−20001]\mathbf{A}_{433} = \left[\begin{smallmatrix} 1 & -2 & 1 & 0 \\ 0 & 1 & -2 & 1 \\ 0 & 0 & 1 & -2 \\ 0 & 0 & 0 & 1 \end{smallmatrix}\right].

Problem 31.36

Construct a basis of the space P(2)\mathcal{P}^{(2)} biorthogonal to the basis of functions φ1,φ2,φ3\varphi_{1}, \varphi_{2}, \varphi_{3} defined in problem 31. 23.

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Problem 31.37

Find a basis of the space P(n)\mathcal{P}^{(n)} biorthogonal to the basis of functions φ1,φ2,…,φn+1\varphi_{1}, \varphi_{2}, \ldots , \varphi_{n + 1} constructed in problems 31.21,31.2231. 21, 31. 22. Compute the coordinates of an arbitrary polynomial in the basis found.

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Problem 31.38

Construct a basis of the space P(2)\mathcal{P}^{(2)} biorthogonal to the basis of functions δ0,δ1,δ2\delta_{0}, \delta_{1}, \delta_{2} defined in problem 31. 32.

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Problem 31.39

Let e1,…,ene_{1}, \ldots , e_{n} be a basis in the space Ln\mathcal{L}_{n}, and let f1,…,fn\mathrm{f}_{1}, \ldots , \mathrm{f}_{n} be the basis in Ln∗\mathcal{L}_{n}^{ * } biorthogonal to it. Prove that for all x∈Lnx\in \mathcal{L}_{n} the equality holds

x=f1(x)e1+…+fn(x)en x = \mathrm{f}_{1}(x) e_{1} + \ldots + \mathrm{f}_{n}(x) e_{n}

and for all y ∈Ln∗\in \mathcal{L}_{n}^{ * } the equality

y=y(e1)f1+…+y(en)fn. \mathrm{y} = \mathrm{y}\left(e_{1}\right) \mathrm{f}_{1} + \ldots + \mathrm{y}\left(e_{n}\right) \mathrm{f}_{n}.

Apply formula (1) to the bases considered in problem 31. 34.

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Problem 31.40

Using the result of problem 31. 34, prove that polynomials p0,…,pkp_{0}, \ldots , p_{k} of degree at most kk are linearly independent if and only if for some t0t_{0} we have det⁡∥p2(ȷ)(t0)∥≠0\operatorname {det}\left\| p_{2}^{(\jmath)}\left(t_{0}\right)\right\| \neq 0.

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Problem 31.41

Find the basis biorthogonal to the standard basis of the space Rn×n\mathcal{R}_{n \times n}. Compute the matrices CC corresponding to the functions of this basis (in the sense of problem 31. 17).

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Problem 31.42

The Pauli matrices

σ0=[1001],σ1=[0110],σ2=[0−ii0],σ3=[100−1] \sigma _{0} =\left[\begin{smallmatrix} 1 & 0 \\ 0 & 1\end{smallmatrix}\right], \quad \sigma _{1} =\left[\begin{smallmatrix} 0 & 1 \\ 1 & 0\end{smallmatrix}\right], \quad \sigma _{2} =\left[\begin{smallmatrix} 0 & - i \\ i & 0\end{smallmatrix}\right], \quad \sigma _{3} =\left[\begin{smallmatrix} 1 & 0 \\ 0 & - 1\end{smallmatrix}\right]

form a basis in the space of complex square matrices of order 2. Find the basis biorthogonal to the basis σ0,σ1\sigma_{0}, \sigma_{1}, σ2,σ3\sigma_{2}, \sigma_{3}, and compute the matrices CC corresponding to the functions of this basis in the sense of problem 31. 17.

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