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We study the problem of clustering sequences of unlabeled point sets taken from a common metric space. Such scenarios arise naturally in applications where a system or process is observed in distinct time intervals, such as biological…

数据结构与算法 · 计算机科学 2017-10-17 Tamal K. Dey , Alfred Rossi , Anastasios Sidiropoulos

In this article, we introduce Skellam process of order k and its running average. We also discuss the time-changed Skellam process of order k. In particular we discuss space-fractional Skellam process and tempered space-fractional Skellam…

概率论 · 数学 2020-12-02 Neha Gupta , Arun Kumar , Nikolai Leonenko

From celestial mechanics to quantum theory of atoms and molecules, perturbation theory has played a central role in natural sciences. Particularly in quantum mechanics, the amount of information needed for specifying the state of a…

量子物理 · 物理学 2016-07-06 Yudong Cao , Sabre Kais

Most previous studies of the sorting algorithm QuickSort have used the number of key comparisons as a measure of the cost of executing the algorithm. Here we suppose that the n independent and identically distributed (i.i.d.) keys are each…

概率论 · 数学 2013-03-14 James Allen Fill

We consider the fundamental problem of internally sorting a sequence of $n$ elements. In its best theoretical setting QuickMergesort, a combination Quicksort with Mergesort with a Median-of-$\sqrt{n}$ pivot selection, requires at most $n…

数据结构与算法 · 计算机科学 2018-04-27 Stefan Edelkamp , Armin Weiß

The time discretization of stochastic spectral fractional wave equation is studied by using the difference methods. Firstly, we exploit rectangle formula to get a low order time discretization, whose the strong convergence order is smaller…

数值分析 · 数学 2021-06-08 Xing Liu

Motivated by the development of computer theory, the sorting algorithm is emerging in an endless stream. Inspired by decrease and conquer method, we propose a brand new sorting algorithmUltimately Heapsort. The algorithm consists of two…

数据结构与算法 · 计算机科学 2019-02-04 Feiyang Chen , Nan Chen , Hanyang Mao , Hanlin Hu

This note extends the analysis of incremental PageRank in [B. Bahmani, A. Chowdhury, and A. Goel. Fast Incremental and Personalized PageRank. VLDB 2011]. In that work, the authors prove a running time of $O(\frac{nR}{\epsilon^2} \ln(m))$ to…

数据结构与算法 · 计算机科学 2014-04-15 Peter Lofgren

In [8] (Nakagawa, et.al., IEEE Trans. IT, 2021), we investigated the convergence speed of the Arimoto-Blahut algorithm. In [8], the convergence of the order $O(1/N)$ was analyzed by focusing on the second-order nonlinear recurrence formula…

信息论 · 计算机科学 2022-09-13 Kenji Nakagawa , Yoshinori Takei , Shin-ichiro Hara

Recently, a new Quicksort variant due to Yaroslavskiy was chosen as standard sorting method for Oracle's Java 7 runtime library. The decision for the change was based on empirical studies showing that on average, the new algorithm is faster…

数据结构与算法 · 计算机科学 2013-10-29 Sebastian Wild , Markus E. Nebel

We are concerned with averaging theorems for $\epsilon$-small stochastic perturbations of integrable equations in $\mathbb{R}^d \times \mathbb{T}^n =\{(I,\varphi)\}$ $$ \dot I(t) =0,\quad \dot \varphi(t) = \theta(I), \qquad (1)$$ and in…

概率论 · 数学 2024-11-12 Guan Huang , Sergei Kuksin , Andrey Piatnitski

Permutation patterns and pattern avoidance have been intensively studied in combinatorics and computer science, going back at least to the seminal work of Knuth on stack-sorting (1968). Perhaps the most natural algorithmic question in this…

数据结构与算法 · 计算机科学 2019-04-17 László Kozma

We study the problem of constructing simulations of a given randomized search algorithm \texttt{alg} with expected running time $O( \mathcal{O} \log \mathcal{O})$, where $\mathcal{O}$ is the optimal expected running time of any such…

数据结构与算法 · 计算机科学 2025-03-07 Stav Ashur , Sariel Har-Peled

While most theoretical run time analyses of discrete randomized search heuristics provide bounds on the expected number of evaluations to find the global optimum, we consider the anytime performance of evolutionary and…

神经与进化计算 · 计算机科学 2026-04-09 Timo Kötzing , Jurek Sander

We revisit the classical problem of computing the \emph{contour tree} of a scalar field $f:\mathbb{M} \to \mathbb{R}$, where $\mathbb{M}$ is a triangulated simplicial mesh in $\mathbb{R}^d$. The contour tree is a fundamental topological…

计算几何 · 计算机科学 2015-12-11 Benjamin Raichel , C. Seshadhri

Using a new strategy, we extend the classical Nekhoroshev's estimates to the case of H\"older regular steep near-integrable hamiltonian systems, the stability times being polynomially long in the inverse of the size of the perturbation. We…

动力系统 · 数学 2022-09-05 Santiago Barbieri , Jean-Pierre Marco , Jessica Elisa Massetti

Ailon et al. [SICOMP'11] proposed self-improving algorithms for sorting and Delaunay triangulation (DT) when the input instances $x_1,\cdots,x_n$ follow some unknown \emph{product distribution}. That is, $x_i$ comes from a fixed unknown…

计算几何 · 计算机科学 2020-08-24 Siu-Wing Cheng , Man-Kwun Chiu , Kai Jin , Man Ting Wong

Seasonal-trend decomposition is one of the most fundamental concepts in time series analysis that supports various downstream tasks, including time series anomaly detection and forecasting. However, existing decomposition methods rely on…

机器学习 · 计算机科学 2023-04-05 Xiao He , Ye Li , Jian Tan , Bin Wu , Feifei Li

In this paper, we develop novel perturbation bounds for the high-order orthogonal iteration (HOOI) [DLDMV00b]. Under mild regularity conditions, we establish blockwise tensor perturbation bounds for HOOI with guarantees for both tensor…

统计理论 · 数学 2021-06-08 Yuetian Luo , Garvesh Raskutti , Ming Yuan , Anru R. Zhang

We study the impact of merging routines in merge-based sorting algorithms. More precisely, we focus on the galloping routine that TimSort uses to merge monotonic sub-arrays, hereafter called runs, and on the impact on the number of element…

数据结构与算法 · 计算机科学 2023-12-04 Elahe Ghasemi , Vincent Jugé , Ghazal Khalighinejad , Helia Yazdanyar