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We provide a framework for determining the centralities of agents in a broad family of random networks. Current understanding of network centrality is largely restricted to deterministic settings, but practitioners frequently use random…

社会与信息网络 · 计算机科学 2022-02-07 Krishna Dasaratha

A key motivation in the development of Distributed Model Predictive Control (DMPC) is to accelerate centralized Model Predictive Control (MPC) for large-scale systems. DMPC has the prospect of scaling well by parallelizing computations…

最优化与控制 · 数学 2025-04-16 Gösta Stomberg , Maurice Raetsch , Alexander Engelmann , Timm Faulwasser

The inequality in capital or resource distribution is among the important phenomena observed in populations. The sources of inequality and methods for controlling it are of practical interest. To study this phenomenon, we introduce a model…

物理与社会 · 物理学 2022-08-29 Jarosław Adam Miszczak

We consider reallocation problems in settings where the initial endowment of each agent consists of a subset of the resources. The private information of the players is their value for every possible subset of the resources. The goal is to…

计算机科学与博弈论 · 计算机科学 2014-04-29 Liad Blumrosen , Shahar Dobzinski

Advances in low-communication training algorithms are enabling a shift from centralised model training to compute setups that are either distributed across multiple clusters or decentralised via community-driven contributions. This paper…

计算机与社会 · 计算机科学 2025-07-11 Jakub Kryś , Yashvardhan Sharma , Janet Egan

We introduce and analyze a model for decentral- ized control. The model is broad enough to include problems such as formation control, decentralization of the power grid and flocking. The objective of this paper is twofold. First, we show…

最优化与控制 · 数学 2011-10-07 M. -A. Belabbas

With a view to the ongoing Bologna project (www.arXiv.org/pdf/nlin.AO/0109025) general organizing principles of emergent structures in social systems are being discussed with a view to the meaning of decentralization. It is proposed to…

适应与自组织系统 · 物理学 2007-05-23 Rainer E. Zimmermann

The DESERE Workshop, our First Workshop on Decentralised Search and Recommendation, offers a platform for researchers to explore and share innovative ideas on decentralised web services, mainly focusing on three major topics: (i) societal…

This article introduces a generalized framework for Decentralized Learning formulated as a Multi-Objective Optimization problem, in which both distributed agents and a central coordinator contribute independent, potentially conflicting…

最优化与控制 · 数学 2025-07-21 Roberto Morales , Umberto Biccari

Social capital has been studied in economics, sociology and political science as one of the key elements that promote the development of modern societies. It can be defined as the source of capital that facilitates cooperation through…

计算机与社会 · 计算机科学 2018-07-09 Marco Mamei , Francesca Pancotto , Marco De Nadai , Bruno Lepri , Michele Vescovi , Franco Zambonelli , Alex Pentland

E-commerce is rapidly transforming economies across Africa, offering immense opportunities for economic growth, market expansion, and digital inclusion. This study investigates the effects of e-commerce on select African regions. By…

综合经济学 · 经济学 2024-12-06 Jaelyn S. Liang , Rehaan S. Mundy , Shriya Jagwayan

This paper introduces a novel concept for addressing non-convexity in the cost functions of distributed economic model predictive control (DEMPC) systems. Specifically, the proposed algorithm enables agents to self-organize into a hierarchy…

系统与控制 · 电气工程与系统科学 2020-10-21 Ali C. Kheirabadi , Ryozo Nagamune

We study how efficient resource reallocation across cities affects potential aggregate growth. Using optimal resource allocation models and data on 284 China's prefecture-level cities in the years 2003--2019, we quantitatively measure the…

综合经济学 · 经济学 2024-10-08 Sheng Dai , Timo Kuosmanen , Zhiqiang Liao

This paper aims to provide a new perspective on the interplay between decentralization -- a prevalent character of multi-agent systems -- and centralization, i.e., the task of imposing central control to meet system-level goals. In…

社会与信息网络 · 计算机科学 2022-10-31 Yiping Liu , Jiamou Liu , Bakhadyr Khoussaino , Miao Qiao , Bo Yan

The emergence of artificial intelligence and robotics is catalyzing a profound transformation in the nature of human labor, fueling a contentious debate about the future of employment. While prominent studies predict substantial job…

计算机与社会 · 计算机科学 2026-03-31 Dongsoo Han

To bridge the digital divide between the urban and rural regions, the government of Cameroon has launched the Multipurpose Community Telecentres (MCT). But this project does not seems to sustain the local development. The aim of this study…

计算机与社会 · 计算机科学 2015-05-19 Jean Louis Fendji Kedieng Ebongue

The promise of equal opportunity is a cornerstone of modern societies, yet upward economic mobility remains out of reach for many. Using a decade of population-scale social network data from the Netherlands, covering over a billion family,…

物理与社会 · 物理学 2025-08-08 Yuliia Kazmina , Eelke M. Heemskerk , Emilia van der Kooij , Eszter Bokányi , Frank W. Takes

The paper discusses the process of social and economic development of municipalities. A conclusion is made that developing an adequate model of social and economic development using conventional approaches presents a considerable challenge.…

综合经济学 · 经济学 2021-11-30 Maria A. Shishanina , Anatoly A. Sidorov

In several recent publications, Bettencourt, West and collaborators claim that properties of cities such as gross economic production, personal income, numbers of patents filed, number of crimes committed, etc., show super-linear…

应用统计 · 统计学 2015-03-19 Cosma Rohilla Shalizi

In centralized countries, not only population, media and economic power are concentrated, but people give more attention to central locations. While this is not inherently bad, this behavior extends to micro-blogging platforms: central…

社会与信息网络 · 计算机科学 2016-01-05 Eduardo Graells-Garrido , Mounia Lalmas , Ricardo Baeza-Yates