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In this contribution we present an abstract framework for adaptive model hierarchies together with several instances of hierarchies for specific applications. The hierarchy is particularly useful when integrated within an outer loop, for…

数值分析 · 数学 2024-11-27 Hendrik Kleikamp , Mario Ohlberger

This paper introduces a new hybrid memory analysis, Structural Analysis, which combines an expressive shape analysis style abstract domain with efficient and simple points-to style transfer functions. Using data from empirical studies on…

编程语言 · 计算机科学 2012-01-06 Mark Marron

Grid infrastructures and computing environments have progressed significantly in the past few years. The vision of truly seamless Grid usage relies on runtime systems support that is cognizant of the operational issues underlying grid…

计算工程、金融与科学 · 计算机科学 2007-05-23 Srinidhi Varadarajan , Naren Ramakrishnan

Graph processing is used extensively in areas from social networking mining to web indexing. We demonstrate that the performance and dependability of such applications critically hinges on the graph data structure used, because a fixed,…

编程语言 · 计算机科学 2014-12-30 Amlan Kusum , Iulian Neamtiu , Rajiv Gupta

In a recent series of communications we have shown that the reordering problem of bosons leads to certain combinatorial structures. These structures may be associated with a certain graphical description. In this paper, we show that there…

We propose several constructions of commutative or cocommutative Hopf algebras based on various combinatorial structures, and investigate the relations between them. A commutative Hopf algebra of permutations is obtained by a general…

组合数学 · 数学 2013-02-12 F. Hivert , J. -C. Novelli , J. -Y. Thibon

Measurement data is often sampled irregularly, i.e., not on equidistant time grids. This is also true for Hamiltonian systems. However, existing machine learning methods, which learn symplectic integrators, such as SympNets [1] and…

机器学习 · 计算机科学 2025-09-25 Konrad Janik , Peter Benner

Dynamic or temporal networks enable representation of time-varying edges between nodes. Conventional adjacency-based data structures used for storing networks such as adjacency lists were designed without incorporating time and can thus…

社会与信息网络 · 计算机科学 2022-06-24 Tanner Hilsabeck , Makan Arastuie , Kevin S. Xu

A key functionality of emerging connected autonomous systems such as smart transportation systems, smart cities, and the industrial Internet-of-Things, is the ability to process and learn from data collected at different physical locations.…

机器学习 · 计算机科学 2021-01-26 Konstantinos Gatsis

We study linear-time temporal logics interpreted over data words with multiple attributes. We restrict the atomic formulas to equalities of attribute values in successive positions and to repetitions of attribute values in the future or…

计算机科学中的逻辑 · 计算机科学 2019-03-14 Stephane Demri , Diego Figueira , M Praveen

Adaptive networks appear in many biological applications. They combine topological evolution of the network with dynamics in the network nodes. Recently, the dynamics of adaptive networks has been investigated in a number of parallel…

物理与社会 · 物理学 2008-01-23 Thilo Gross , Bernd Blasius

The communication topology is an essential aspect in designing distributed optimization heuristics. It can influence the exploration and exploitation of the search space and thus the optimization performance in terms of solution quality,…

多智能体系统 · 计算机科学 2021-08-04 Stefanie Holly , Astrid Nieße

This paper studies synchronization in coupled nonlinear dynamic networks with unknown parameters. Adaptation can be added to one or several elements in the network, while preserving the global synchronization conditions derived in…

适应与自组织系统 · 物理学 2007-05-23 Wei Wang , Jean-Jacques E. Slotine

Categorical studies of recursive data structures and their associated reasoning principles have mostly focused on two extremes: initial algebras and induction, and final coalgebras and coinduction. In this paper we study their in-betweens.…

计算机科学中的逻辑 · 计算机科学 2018-03-20 Natsuki Urabe , Ichiro Hasuo

We investigate whether transformers use their depth adaptively across tasks of increasing difficulty. Using a controlled multi-hop relational reasoning task based on family stories, where difficulty is determined by the number of…

机器学习 · 计算机科学 2026-04-15 Alicia Curth , Rachel Lawrence , Sushrut Karmalkar , Niranjani Prasad

We study the use of local heuristics to determine spanning subgraphs for use in the dissemination of information in complex networks. We introduce two different heuristics and analyze their behavior in giving rise to spanning subgraphs that…

网络与互联网体系结构 · 计算机科学 2007-05-23 A. O. Stauffer , V. C. Barbosa

The smooth heap and the closely related slim heap are recently invented self-adjusting implementations of the heap (priority queue) data structure. We analyze the efficiency of these data structures. We obtain the following amortized bounds…

数据结构与算法 · 计算机科学 2021-11-08 Corwin Sinnamon , Robert E. Tarjan

We derive a class of equations describing low Reynolds number steady flows of incompressible and viscous fluids in networks made of straight channels, with several sources and sinks, and adaptive conductivities. The flow is controlled by…

流体动力学 · 物理学 2021-12-01 Rodrigo Almeida , Rui Dilão

We consider a type of optimal switching problems with non-uniform execution delays and ramping. Such problems frequently occur in the operation of economical and engineering systems. We first provide a solution to the problem by applying a…

最优化与控制 · 数学 2017-02-15 Magnus Perninge

The pairing heap is a simple "self-adjusting" implementation of a heap (priority queue). Inserting an item into a pairing heap or decreasing the key of an item takes O(1) time worst-case, as does melding two heaps. But deleting an item of…

数据结构与算法 · 计算机科学 2022-08-26 Corwin Sinnamon , Robert Tarjan