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For linear systems $Ax=b$ we develop iterative algorithms based on a sketch-and-project approach. By using judicious choices for the sketch, such as the history of residuals, we develop weighting strategies that enable short recursive…

数值分析 · 数学 2024-07-02 Johannes J Brust , Michael A Saunders

It is well-known that the graph isomorphism problem can be posed as an equivalent problem of determining whether an auxiliary graph structure contains a clique of specific order. However, the algorithms that have been developed so far for…

数据结构与算法 · 计算机科学 2019-10-29 Giannis Nikolentzos , Michalis Vazirgiannis

The monography presents a new algorithm for finding the clique of maximal length in a nonseparable graph. The algorithm is based on the properties of the representation of a clique as a subset of the set of cycles with a length of three,…

离散数学 · 计算机科学 2024-10-30 Sergey Kurapov , Maxim Davidovsky

We implement and test the performances of several approximation algorithms for computing the minimum dominating set of a graph. These algorithms are the standard greedy algorithm, the recent LP rounding algorithms and a hybrid algorithm…

数据结构与算法 · 计算机科学 2020-09-11 Jonathan S. Li , Rohan Potru , Farhad Shahrokhi

Sketched gradient algorithms have been recently introduced for efficiently solving the large-scale constrained Least-squares regressions. In this paper we provide novel convergence analysis for the basic method {\it Gradient Projection…

最优化与控制 · 数学 2017-06-05 Junqi Tang , Mohammad Golbabaee , Mike Davies

In sparse signal representation, the choice of a dictionary often involves a tradeoff between two desirable properties -- the ability to adapt to specific signal data and a fast implementation of the dictionary. To sparsely represent…

机器学习 · 计算机科学 2015-06-18 Dorina Thanou , David I Shuman , Pascal Frossard

We propose a heuristic method that generates a graph for order/degree problem. Target graphs of our heuristics have large order (> 4000) and diameter 3. We describe the ob- servation of smaller graphs and basic structure of our heuristics.…

数据结构与算法 · 计算机科学 2016-10-10 Teruaki Kitasuka , Masahiro Iida

We present a new efficient algortithm for construction of linear latent structure (LLS) models. This algorithm reduces a problem of estimation of model parameters to a sequence of problems of linear algebra, which assures a low…

概率论 · 数学 2007-06-13 Mikhail Kovtun , Igor Akushevich , Kenneth G. Manton , H. Dennis Tolley

We present efficient algorithms to calculate trajectories for periodic Lorentz gases consisting of square lattices of circular obstacles in two dimensions, and simple cubic lattices of spheres in three dimensions; these become increasingly…

混沌动力学 · 物理学 2016-01-20 Atahualpa S. Kraemer , Nikolay Kryukov , David P. Sanders

It has been found that many networks display community structure -- groups of vertices within which connections are dense but between which they are sparser -- and highly sensitive computer algorithms have in recent years been developed for…

统计力学 · 物理学 2009-11-10 M. E. J. Newman

A message-passing algorithm for counting short cycles in a graph is presented. For bipartite graphs, which are of particular interest in coding, the algorithm is capable of counting cycles of length g, g +2,..., 2g - 2, where g is the girth…

信息论 · 计算机科学 2015-03-14 Mehdi Karimi , Amir H. Banihashemi

A linear-time algorithm for generating auxiliary subgraphs for the 3-edge-connected components of a connected multigraph is presented. The algorithm uses an innovative graph contraction operation and makes only one pass over the graph. By…

数据结构与算法 · 计算机科学 2024-08-14 Yung H. Tsin

We introduce an algorithm based on Generalized Dual Method (GDM) to efficiently study the dynamics of a particle in quasiperiodic environments without the need to use periodic approximations or to save the information of the vertices that…

混沌动力学 · 物理学 2022-04-28 Alan Rodrigo Mendoza Sosa , Atahualpa S. Kraemer

Modern methods of graph theory describe a graph up to isomorphism, which makes it difficult to create mathematical models for visualizing graph drawings on a plane. The topological drawing of the planar part of a graph allows representing…

组合数学 · 数学 2024-08-01 Sergey Kurapov , Maxim Davidovsky

We introduce a general class of algorithms and supply a number of general results useful for analysing these algorithms when applied to regular graphs of large girth. As a result, we can transfer a number of results proved for random…

组合数学 · 数学 2017-03-06 Carlos Hoppen , Nicholas Wormald

Predicting and comparing algorithm performance on graph instances is challenging for multiple reasons. First, there is usually no standard set of instances to benchmark performance. Second, using existing graph generators results in a…

人工智能 · 计算机科学 2022-11-22 Thibault Lechien , Jorik Jooken , Patrick De Causmaecker

This paper describes a suite of algorithms for constructing low-rank approximations of an input matrix from a random linear image of the matrix, called a sketch. These methods can preserve structural properties of the input matrix, such as…

数值分析 · 计算机科学 2018-01-03 Joel A. Tropp , Alp Yurtsever , Madeleine Udell , Volkan Cevher

We study the Hamilton cycle problem with input a random graph G=G(n,p) in two settings. In the first one, G is given to us in the form of randomly ordered adjacency lists while in the second one we are given the adjacency matrix of G. In…

组合数学 · 数学 2021-11-30 Michael Anastos

Quantum algorithms for several problems in graph theory are considered. Classical algorithms for finding the lowest weight path between two points in a graph and for finding a minimal weight spanning tree involve searching over some space.…

量子物理 · 物理学 2007-05-23 Mark Heiligman

An algorithm for the automatic Feynman diagram (FD) generation is presented in this paper. The algorithm starts directly from the definition formula of FD, and is simple in concept and easy for coding. The symmetry factor for each FD is…

高能物理 - 唯象学 · 物理学 2013-05-14 Bo Xiao , Hao Wang , Shou-hua Zhu