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On the space of positive definite matrices, several operator means are popular and have been studied extensively. In this paper, we investigate the near order and the L\"owner order relations on the curves defined by the Wasserstein mean…

泛函分析 · 数学 2024-05-07 Luyining Gan , Huajun Huang

In this short note, we study the properties of the weighted Frechet mean as a convex combination operator on an arbitrary metric space, (Y,d). We show that this binary operator is commutative, non-associative, idempotent, invariant to…

统计理论 · 数学 2012-06-13 Cedric E. Ginestet , Andrew Simmons , Eric D. Kolaczyk

It is general knowledge that the harmonic mean $H(x,y)=\frac2{\frac1x+\frac1y}$ and that the geometric mean $G(x,y)=\sqrt{xy}\,$, where $x$ and $y$ are two positive numbers. In the paper, the authors show by several approaches that the…

经典分析与常微分方程 · 数学 2018-01-12 Feng Qi , Xiao-Jing Zhang , Wen-Hui Li

Spatial symmetries and invariances play an important role in the behaviour of materials and should be respected in the description and modelling of material properties. The focus here is the class of physically symmetric and positive…

数值分析 · 数学 2024-02-12 Sharana Kumar Shivanand , Bojana Rosić , Hermann G. Matthies

On the space of positive definite matrices we consider distance functions of the form $d(A,B)=\left[\tr\mathcal{A}(A,B)-\tr\mathcal{G}(A,B)\right]^{1/2},$ where $\mathcal{A}(A,B)$ is the arithmetic mean and $\mathcal{G}(A,B)$ is one of the…

数学物理 · 物理学 2020-04-09 Rajendra Bhatia , Stephane Gaubert , Tanvi Jain

Let $a=(a_1,a_2,...c,a_n)$ for $n\in\mathbb{N}$ be a given sequence of positive numbers. In the paper, the authors establish, by using Cauchy's integral formula in the theory of complex functions, an integral representation of the principal…

经典分析与常微分方程 · 数学 2014-03-07 Feng Qi , Xiao-Jing Zhang , Wen-Hui Li

We consider the hermitian random matrix model with external source and general polynomial potential, when the source has two distinct eigenvalues but is otherwise arbitrary. All such models studied so far have a common feature: an…

数学物理 · 物理学 2020-12-11 Andrei Martínez-Finkelshtein , Guilherme L. F. Silva

Sturm's strong law of large numbers in $\mathrm{CAT}(0)$ spaces has been an influential tool to study the geometric mean or also called Karcher barycenter of positive definite matrices. It provides an easily computable stochastic…

泛函分析 · 数学 2019-12-20 Yongdo Lim , Miklós Pálfia

We study the harmonic mean of non-zero complex-valued random variables (complex harmonic mean) and establish several geometric estimates and bounds. In contrast to the classical positive-valued case, complex harmonic means may lie outside…

复变函数 · 数学 2026-02-10 Atsushi Nakayasu

In this paper, we show that the $\nu$-weighted arithmetic mean is greater than the product of the $\nu$-weighted geometric mean and Specht's ratio. As a corollary, we also show that the $\nu$-weighted geometric mean is greater than the…

泛函分析 · 数学 2011-03-10 Shigeru Furuichi

We endeavour to estimate numerous multi-dimensional means of various probability distributions on a common space based on independent samples. Our approach involves forming estimators through convex combinations of empirical means derived…

机器学习 · 统计学 2025-03-11 Gilles Blanchard , Jean-Baptiste Fermanian , Hannah Marienwald

Spherical means are well-known useful tool in the theory of partial differential equations with applications to solving hyperbolic and ultrahyperbolic equations and problems of integral geometry, tomography and Radon transforms. We…

经典分析与常微分方程 · 数学 2016-10-17 E. L. Shishkina , S. M. Sitnik

In this paper, some inequalities of bounds for the Neuman-S\'{a}ndor mean in terms of weighted arithmetic means of two bivariate means are established. Bounds involving weighted arithmetic means are sharp.

经典分析与常微分方程 · 数学 2012-11-03 Tie-Hong Zhao , Yu-Ming Chu , Bao-Yu Liu

Inequalities for norms of different versions of the geometric mean of two positive definite matrices are presented.

泛函分析 · 数学 2015-02-17 Rajendra Bhatia , Priyanka Grover

We prove sharp Heron-type majorization inequalities for two quadratic matrix expressions associated with the spectral and Kubo-Ando geometric means. For the spectral geometric mean cross term, we show that \[…

泛函分析 · 数学 2026-05-27 Trung Dung Vuong , Anh Thi Nguyen , Trung Hoa Dinh

Let $\mathbb{P}$ be the complete metric space consisting of positive invertible operators on an infinite-dimensional Hilbert space with the Thompson metric. We introduce the notion of operator means of probability measures on $\mathbb{P}$,…

泛函分析 · 数学 2019-01-15 Fumio Hiai , Yongdo Lim

Recently, the so-called Hermite-Hadamard inequality for (operator) convex functions with one variable has known extensive several developments by virtue of its nice properties and various applications. The fundamental target of this paper…

经典分析与常微分方程 · 数学 2024-05-22 Mustapha Raissouli , Lahcen Tarik , Mohamed Chergui

In this paper we introduce the quadratic weighted geometric mean for invertible elements x, y in a Hermitian unital Banach star-algebra and provide some inequalities for this mean under various assumptions for the elements involved.

泛函分析 · 数学 2016-11-10 Silvestru Sever Dragomir

In this paper, we comparatively analyze the Bures-Wasserstein (BW) geometry with the popular Affine-Invariant (AI) geometry for Riemannian optimization on the symmetric positive definite (SPD) matrix manifold. Our study begins with an…

最优化与控制 · 数学 2021-06-02 Andi Han , Bamdev Mishra , Pratik Jawanpuria , Junbin Gao

Let $C$ be an open cone in a Banach space equipped with the Thompson metric with closure a normal cone. The main result gives sufficient conditions for Borel probability measures $\mu,\nu$ on $C$ with finite first moment for which $\mu\leq…

概率论 · 数学 2016-12-13 Jimmie Lawson