This paper presents a framework for computing random operator-valued feature maps for operator-valued positive definite kernels. This is a generalization of the random Fourier features for scalar-valued kernels to the operator-valued case. Our general setting is that of operator-valued kernels corresponding to RKHS of functions with values in a Hilbert space. We show that in general, for a give...

Random billiards are billiard dynamical systems for which the reflection law giving the postcollision direction of a billiard particle as a function of the pre-collision direction is specified by a Markov (scattering) operator P . Billiards with microstructure are random billiards whose Markov operator is derived from a “microscopic surface structure” on the boundary of the billiard table. The ...

An operator T ∈ B(H) is called quasi-class (A, k) if T ∗k(|T | − |T |)T k ≥ 0 for a positive integer k, which is a common generalization of class A. The famous Fuglede–Putnam’s theorem is as follows: the operator equation AX = XB implies A∗X = XB∗ when A and B are normal operators. In this paper, firstly we show that if X is a Hilbert-Schmidt operator, A is a quasi-class (A, k) operator and B∗ ...

Let G be a step two nilpotent Lie group. In this paper, we give necessary and sufficient conditions on the operator valued symbols σ such that associated pseudo-differential operators Tσ are in class of Hilbert-Schmidt operators. As key to prove this, define (μ,ν)-Weyl transform derive trace formula for with L2(R2n). We show L2(G) same as symbol L2(R2n+r+k×R2n+r+k). Further, present characteriz...

Spectral analysis is performed on the Born equation, a strongly singular integral equation modeling interactions between electromagnetic waves and arbitrarily shaped dielectric scatterers. Compact Hilbert--Schmidt operator polynomials are constructed from Green of scattering scatterers with smooth boundaries. As consequence, it shown that has discrete spectrum, spectral series $ \sum_\lambda|\l...

Bužek and Hillery proposed a universal quantum-copying machine (UQCM) (i.e., transformation) to analyze the possibility of cloning arbitrary states. The UQCM copies quantum-mechanical states with the quality of its output does not depend on the input. We propose a slightly different transformation to analyze a restricted set of input states. We impose the conditions (I) the density matrices of ...

There has recently been much interest in approximation by linear combinations of functions taken from a redundant set 79. That is, the elements of 79 are not linearly independent. Perhaps the first example of this type was considered by Schmidt in 1907 [6] who considered the approximation of functions f ( x , y ) of two variables by bilinear forms ~-~tfl=lUi(X)Vi(y ) in L2([0,112). This problem...

Equational unification is central to automated deduction and its applications in areas such as symbolic protocol analysis. In particular, the unification problem for the theory AC (“Associativity-Commutativity”) and its extensions ACI (“AC plus Idempotence”) and ACUI (“ACI with Unit element”) have been studied in great detail in the past. Distributivity (of one binary operator over another) has...

An abstract framework is given to establish the existence and compute the Morse index of spike layer solutions of singularly perturbed semilinear elliptic equations. A nonlinear Lyapunov–Schmidt scheme is used to reduce the problem to one on a normally hyperbolic manifold, and the related linearized problem is also analyzed using this reduction. As an application, we show the existence of a mul...

In present article the self-contained derivation of eigenvalue inverse problem results is given by using a discrete approximation with three-diagonal SturmLiouville operator on a finite interval. It is demonstrated that inverse problem procedure is nothing else than well known Gram-Schmidt orthonormalization in Euclidean space for special vectors numbered by space coordinate index. All the resu...