Chapter 2: Problem 9
Prove that "is similar to" is an equivalence relation on $\mathrm{M}_{n \times n}(F)$.
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Chapter 2: Problem 9
Prove that "is similar to" is an equivalence relation on $\mathrm{M}_{n \times n}(F)$.
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Let \(f(x)\) and \(g(x)\) be polynomials and let \(A\) be a square matrix. Prove (a) \((f+g)(A)=f(A)+g(A)\) (b) \((f \cdot g)(A)=f(A) g(A)\) (c) \(f(A) g(A)=g(A) f(A)\)
Let \(A\) and \(B\) be \(n \times n\) matrices. Recall that the trace of \(A\) is defined by $$ \operatorname{tr}(A)=\sum_{i=1}^{n} A_{i i} . $$ Prove that \(\operatorname{tr}(A B)=\operatorname{tr}(B A)\) and \(\operatorname{tr}(A)=\operatorname{tr}\left(A^{t}\right)\).
A differential equation $$ y^{(n)}+a_{n-1} y^{(n-1)}+\cdots+a_{1} y^{(1)}+a_{0} y=x $$ is called a nonhomogeneous linear differential equation with constant coefficients if the \(a_{i}\) 's are constant and \(x\) is a function that is not identically zero.(a) Prove that for any \(x \in{C}^{\infty}\) there exists $y \in{C}^{\infty}\( such that \)y$ is a solution to the differential equation. Hint: Use Lemma 1 to Theorem \(2.32\) to show that for any polynomial \(p(t)\), the linear operator $p(\mathrm{D}): \mathrm{C}^{\infty} \rightarrow \mathrm{C}^{\infty}$ is onto. (b) Let \(V\) be the solution space for the homogeneous linear equation $$ y^{(n)}+a_{n-1} y^{(n-1)}+\cdots+a_{1} y^{(1)}+a_{0} y=0 . $$ Prove that if \(z\) is any solution to the associated nonhomogeneous linear differential equation, then the set of all solutions to the nonhomogeneous linear differential equation is $$ \\{z+y: y \in \mathrm{V}\\} . $$
Prove that if \(\\{x, y\\}\) is a basis for a vector space over \(C\), then so is $$ \left\\{\frac{1}{2}(x+y), \frac{1}{2 i}(x-y)\right\\} . $$
Refer to the following matrices: $$A=\left[\begin{array}{rr} 1 & 2 \\ 3 & -4 \end{array}\right], \quad B=\left[\begin{array}{rr} 5 & 0 \\ -6 & 7 \end{array}\right], \quad C=\left[\begin{array}{rrr} 1 & -3 & 4 \\ 2 & 6 & -5 \end{array}\right], \quad D=\left[\begin{array}{rrr} 3 & 7 & -1 \\ 4 & -8 & 9 \end{array}\right]$$ Find \(\quad(a) A^{T}\) (b) \(B^{T}\) \((\mathrm{c})(A B)^{T}\) (d) \(A^{T} B^{T}\). [Note that \(A^{T} B^{T} \neq(A B)^{T}\).]
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