[Bhatia.Matrix Analysis.Solutions to Exercises and Problems]ExI.2.5

简介: Show that matrices with distinct eigenvalues are dense in the space of all $n\times n$ matrices. (Use the Schur triangularisation)   Solution.

Show that matrices with distinct eigenvalues are dense in the space of all $n\times n$ matrices. (Use the Schur triangularisation)

 

Solution.  By the Schur triangularisation, for each matrix $A$, there exists a unitary $U$ such that $$\bex A=U\sex{\ba{ccc} \vLm_1&&*\\ &\ddots&\\ &&\vLm_s \ea},\quad \vLm_i=\sex{\ba{ccc} \lm_i&&*\\ &\ddots&\\ &&\lm_i \ea}_{n_i\times n_i}, \eex$$ with $\lm_1>\cdots>\lm_s$. For $\forall\ \ve>0$, we may replace the diagonal entries of $\vLm_i$ by $$\bex \lm_i+\frac{1}{ik} \eex$$ for $$\bex k>\max\sed{\frac{1}{n\ve},\max_{1\leq t<s}(\lm_t-\lm_{t+1})} \eex$$ to get a matrix $B_\ve$ with distinct eigenvalues with $\sen{A-B}_2<\ve$.

目录
相关文章
[Bhatia.Matrix Analysis.Solutions to Exercises and Problems]ExI.5.8
Prove that for any matrices $A,B$ we have $$\bex |\per (AB)|^2\leq \per (AA^*)\cdot \per (B^*B). \eex$$ (The corresponding relation for determinants is an easy equality.
561 0
[Bhatia.Matrix Analysis.Solutions to Exercises and Problems]ExI.5.9
(Schur's Theorem) If $A$ is positive, then $$\bex \per(A)\geq \det A. \eex$$   Solution. By Exercise I.
530 0
|
资源调度
[Bhatia.Matrix Analysis.Solutions to Exercises and Problems]ExI.5.5
Show that the inner product $$\bex \sef{x_1\vee \cdots \vee x_k,y_1\vee \cdots\vee y_k} \eex$$ is equal to the permanent of the $k\times k$ matrix $\sex{\sef{x_i,y_j}}$.
534 0
|
应用服务中间件 AHAS Perl
[Bhatia.Matrix Analysis.Solutions to Exercises and Problems]ExI.5.6
Let $A$ be a nilpotent operator. Show how to obtain, from aJordan basis for $A$, aJordan basis of $\wedge^2A$.
726 0
[Bhatia.Matrix Analysis.Solutions to Exercises and Problems]ExI.5.7
Prove that for any vectors $$\bex u_1,\cdots,u_k,\quad v_1,\cdots,v_k, \eex$$ we have $$\bex |\det(\sef{u_i,v_j})|^2 \leq \det\sex{\sef{u_i,u_j}}\cdot...
588 0
|
资源调度
[Bhatia.Matrix Analysis.Solutions to Exercises and Problems]ExI.5.1
Show that the inner product $$\bex \sef{x_1\wedge \cdots \wedge x_k,y_1\wedge \cdots\wedge y_k} \eex$$ is equal to the determinant of the $k\times k$ matrix $\sex{\sef{x_i,y_j}}$.
604 0
[Bhatia.Matrix Analysis.Solutions to Exercises and Problems]ExI.5.3
Let $\scrM$ be a $p$-dimensional subspace of $\scrH$ and $\scrN$ its orthogonal complement. Choosing $j$ vectors from $\scrM$ and $k-j$ vectors from $...
685 0
|
机器学习/深度学习
[Bhatia.Matrix Analysis.Solutions to Exercises and Problems]ExI.4.6
Let $A$ and $B$ be two matrices (not necessarily of the same size). Relative to the lexicographically ordered basis on the space of tensors, the matri...
729 0
[Bhatia.Matrix Analysis.Solutions to Exercises and Problems]ExI.4.4
(1). There is a natural isomorphism between the spaces $\scrH\otimes \scrH^*$ and $\scrL(\scrH,\scrK)$ in which the elementary tensor $k\otimes h^*$co...
634 0
[Bhatia.Matrix Analysis.Solutions to Exercises and Problems]ExI.2.1
For fixed basis of in $\scrH$ and $\scrK$, the matrix $A^*$ is the conjugate transpose of the matrix of $A$.
680 0