Chapter 2: Problem 19
In our study of differential equations, we have regarded solutions as complex- valued functions even though functions that are useful in describing physical motion are real-valued. Justify this approach.
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Chapter 2: Problem 19
In our study of differential equations, we have regarded solutions as complex- valued functions even though functions that are useful in describing physical motion are real-valued. Justify this approach.
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Which of the following matrices are normal? \(A=\left[\begin{array}{rr}3 & -4 \\\ 4 & 3\end{array}\right], B=\left[\begin{array}{rr}1 & -2 \\ 2 & 3\end{array}\right], C=\left[\begin{array}{ccc}1 & 1 & 1 \\ 0 & 1 & 1 \\ 0 & 0 & 1\end{array}\right]\)
Consider a second-order homogeneous linear differential equation with constant coefficients in which the auxiliary polynomial has distinct conjugate complex roots \(a+i b\) and \(a-i b\), where \(a, b \in R\). Show that $\left\\{e^{a t} \cos b t, e^{a t} \sin b t\right\\}$ is a basis for the solution space.
Let \(V\) and \(W\) be finite-dimensional vector spaces and \(T: V \rightarrow W\) be linear. (a) Prove that if \(\operatorname{dim}(\mathrm{V})<\operatorname{dim}(\mathrm{W})\), then \(\mathrm{T}\) cannot be onto. (b) Prove that if \(\operatorname{dim}(\mathrm{V})>\operatorname{dim}(\mathrm{W})\), then \(\mathrm{T}\) cannot be one-to-one.
Let \(A=\left[\begin{array}{ll}1 & 2 \\ 0 & 1\end{array}\right]\) and \(B=\left[\begin{array}{ccc}1 & 1 & 0 \\ 0 & 1 & 1 \\ 0 & 0 & 1\end{array}\right],\) (a) \(\quad\) Find \(A^{n} \cdot(b) \quad\) Find \(B^{n}\).
Label the following statements as true or false. (a) Suppose that \(\beta=\left\\{x_{1}, x_{2}, \ldots, x_{n}\right\\}\) and $\beta^{\prime}=\left\\{x_{1}^{\prime}, x_{2}^{\prime}, \ldots, x_{n}^{\prime}\right\\}\( are ordered bases for a vector space and \)Q$ is the change of coordinate matrix that changes \(\beta^{\prime}\)-coordinates into \(\beta\)-coordinates. Then the \(j\) th column of \(Q\) is \(\left[x_{j}\right]_{\beta^{\prime}}\). (b) Every change of coordinate matrix is invertible. (c) Let \(\mathrm{T}\) be a linear operator on a finite-dimensional vector space \(\mathrm{V}\), let \(\beta\) and \(\beta^{\prime}\) be ordered bases for \(\mathrm{V}\), and let \(Q\) be the change of coordinate matrix that changes \(\beta^{\prime}\)-coordinates into \(\beta\)-coordinates. Then \([\mathrm{T}]_{\beta}=Q[\mathrm{~T}]_{\beta^{\prime}} Q^{-1}\). (d) The matrices \(A, B \in \mathrm{M}_{n \times n}(F)\) are called similar if \(B=Q^{t} A Q\) for some \(Q \in \mathrm{M}_{n \times n}(F)\). (e) Let \(\mathrm{T}\) be a linear operator on a finite-dimensional vector space \(\mathrm{V}\). Then for any ordered bases \(\beta\) and \(\gamma\) for \(\mathrm{V},[\mathrm{T}]_{\beta}\) is similar to \([\mathrm{T}]_{\gamma}\).
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