Let $H$ be a Hilbert space. The trace norm on $B(H)$ is defined as $$\|u\|_{1}:=\operatorname{tr}(|u|):=\sum_{e\in E}\langle|u|(e),e\rangle,$$ where $|u|:=(u^{*}u)^{1/2}$ and $E$ is (any) orthonormal basis for $H$. This may be $+\infty$. It can be shown that this definition is independent of $E$. For $x,y\in H$ we have a rank one operator $x\otimes y\colon H\to H$ defined by $(x\otimes y)(h):=\langle h, y\rangle x$. I want to show that $\|x\otimes y\|_{1}=\|x\|\|y\|$. I have computed $$(x\otimes y)^{*}(x\otimes y)=\|x\|^{2}(y\otimes y).$$ So if $y\neq0$, then $$(x\otimes y)^{*}(x\otimes y)=\|x\|^{2}\|y\|^{2}(u\otimes u),\quad\text{where}\quad u:=y/\|y\|.$$ But how do I proceed? I think that I have to pick a specific orthonormal basis $E$, but I don't see how. Any help would be greatly appreciated! Thanks in advance!
2026-03-27 07:50:39.1774597839
Trace norm of rank one operator $x\otimes y$ for $x,y\in H$
198 Views Asked by Bumbble Comm https://math.techqa.club/user/bumbble-comm/detail At
1
There are 1 best solutions below
Related Questions in FUNCTIONAL-ANALYSIS
- On sufficient condition for pre-compactness "in measure"(i.e. in Young measure space)
- Why is necessary ask $F$ to be infinite in order to obtain: $ f(v)=0$ for all $ f\in V^* \implies v=0 $
- Prove or disprove the following inequality
- Unbounded linear operator, projection from graph not open
- $\| (I-T)^{-1}|_{\ker(I-T)^\perp} \| \geq 1$ for all compact operator $T$ in an infinite dimensional Hilbert space
- Elementary question on continuity and locally square integrability of a function
- Bijection between $\Delta(A)$ and $\mathrm{Max}(A)$
- Exercise 1.105 of Megginson's "An Introduction to Banach Space Theory"
- Reference request for a lemma on the expected value of Hermitian polynomials of Gaussian random variables.
- If $A$ generates the $C_0$-semigroup $\{T_t;t\ge0\}$, then $Au=f \Rightarrow u=-\int_0^\infty T_t f dt$?
Related Questions in OPERATOR-THEORY
- $\| (I-T)^{-1}|_{\ker(I-T)^\perp} \| \geq 1$ for all compact operator $T$ in an infinite dimensional Hilbert space
- Confusion about relationship between operator $K$-theory and topological $K$-theory
- Definition of matrix valued smooth function
- hyponormal operators
- a positive matrix of operators
- If $S=(S_1,S_2)$ hyponormal, why $S_1$ and $S_2$ are hyponormal?
- Closed kernel of a operator.
- Why is $\lambda\mapsto(\lambda\textbf{1}-T)^{-1}$ analytic on $\rho(T)$?
- Show that a sequence of operators converges strongly to $I$ but not by norm.
- Is the dot product a symmetric or anti-symmetric operator?
Related Questions in OPERATOR-ALGEBRAS
- Bijection between $\Delta(A)$ and $\mathrm{Max}(A)$
- hyponormal operators
- Cuntz-Krieger algebra as crossed product
- Identifying $C(X\times X)$ with $C(X)\otimes C(X)$
- If $A\in\mathcal{L}(E)$, why $\lim\limits_{n\to+\infty}\|A^n\|^{1/n}$ always exists?
- Given two projections $p,q$ in a C$^{*}$-algebra $E$, find all irreducible representations of $C^{*}(p,q)$
- projective and Haagerup tensor norms
- AF-algebras and K-theory
- How to show range of a projection is an eigenspace.
- Is $\left\lVert f_U-f_V\right\rVert_{op}\leq \left\lVert U-V\right\rVert_2$ where $f_U = A\mapsto UAU^*$?
Related Questions in TRACE
- How to show that extension of linear connection commutes with contraction.
- Basis-free proof of the fact that traceless linear maps are sums of commutators
- $\mathrm{tr}(AB)=\mathrm{tr}(BA)$ proof
- Similar 2x2 matrices of trace zero
- Basis of Image and kernel of Linear Transformation $\mathbb(M_{2,2})\rightarrow\mathbb(R^3) = (trace(A), 5*Trace(A), - Trace(A))$
- Replace $X$ with $\mbox{diag}(x)$ in trace matrix derivative identity
- Proving that a composition of bounded operator and trace class operator is trace class
- If $A \in \mathcal M_n(\mathbb C)$ is of finite order then $\vert \operatorname{tr}(A) \vert \le n$
- Characterisations of traces on $F(H)$
- "Symmetry of trace" passage in the proof of Chern Weil.
Related Questions in ORTHONORMAL
- Orthonormal basis for $L^2(\mathbb{R}^n,\mathbb{F})$
- What is $\| f \|$ where $f(x)=\sum\limits_{n=1}^\infty \frac{1}{3^n} \langle x,e_n\rangle$
- Forming an orthonormal basis with these independent vectors
- Orthogonal Function Dirac Delta Series
- Sum of two rank $1$ matrices with some property gives rank $2$ matrix
- Zero element in an Hilbert space is orthogonal?
- Prove that $\lVert X\rVert^2 =\sum_{i,j=1}^\infty\lvert\langle u_i,Xu_j\rangle\rvert^2$.
- Is there any connection between the fact that a set of vectors are mutually orthogonal and the same set of vectors are linearly independent
- Compute the norm of a linear operator using a normal basis in an infinite Hilbert space
- If $M$ is the span of a finite orthonormal set in a Hilbert space then $M$ is closed
Trending Questions
- Induction on the number of equations
- How to convince a math teacher of this simple and obvious fact?
- Find $E[XY|Y+Z=1 ]$
- Refuting the Anti-Cantor Cranks
- What are imaginary numbers?
- Determine the adjoint of $\tilde Q(x)$ for $\tilde Q(x)u:=(Qu)(x)$ where $Q:U→L^2(Ω,ℝ^d$ is a Hilbert-Schmidt operator and $U$ is a Hilbert space
- Why does this innovative method of subtraction from a third grader always work?
- How do we know that the number $1$ is not equal to the number $-1$?
- What are the Implications of having VΩ as a model for a theory?
- Defining a Galois Field based on primitive element versus polynomial?
- Can't find the relationship between two columns of numbers. Please Help
- Is computer science a branch of mathematics?
- Is there a bijection of $\mathbb{R}^n$ with itself such that the forward map is connected but the inverse is not?
- Identification of a quadrilateral as a trapezoid, rectangle, or square
- Generator of inertia group in function field extension
Popular # Hahtags
second-order-logic
numerical-methods
puzzle
logic
probability
number-theory
winding-number
real-analysis
integration
calculus
complex-analysis
sequences-and-series
proof-writing
set-theory
functions
homotopy-theory
elementary-number-theory
ordinary-differential-equations
circles
derivatives
game-theory
definite-integrals
elementary-set-theory
limits
multivariable-calculus
geometry
algebraic-number-theory
proof-verification
partial-derivative
algebra-precalculus
Popular Questions
- What is the integral of 1/x?
- How many squares actually ARE in this picture? Is this a trick question with no right answer?
- Is a matrix multiplied with its transpose something special?
- What is the difference between independent and mutually exclusive events?
- Visually stunning math concepts which are easy to explain
- taylor series of $\ln(1+x)$?
- How to tell if a set of vectors spans a space?
- Calculus question taking derivative to find horizontal tangent line
- How to determine if a function is one-to-one?
- Determine if vectors are linearly independent
- What does it mean to have a determinant equal to zero?
- Is this Batman equation for real?
- How to find perpendicular vector to another vector?
- How to find mean and median from histogram
- How many sides does a circle have?
Note that $|u|$ is defined to be the unique positive operator for which $|u|^2 = u^*u$. Thus, with your work so far, we can now deduce that $$ |x \otimes y| = \|x\|\,\|y\|\,u \otimes u. $$ Now, the easiest way to compute $\operatorname{tr}(|x\otimes y|)$ is to select an orthonormal basis $E$ whose first element is $u$. For the purposes of your proof/computation, it suffices to note that such an orthonormal basis necessarily exists.