通过熵和幂律分布实现开放式和超大型复杂设计与制造网络的自组织

IF 3.2 3区工程技术 Q2 ENGINEERING, INDUSTRIAL Cirp Annals-Manufacturing Technology Pub Date : 2024-01-01 DOI:10.1016/j.cirp.2024.04.009

G.D. Putnik (2) , P. Pinheiro , L. Varela , C. Alves

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引用次数: 0

摘要

本文研究了作为设计和制造系统的开放、超大和复杂网络的自组织问题，提出了一种可改进设计和控制（优化）网络的网络行为模型。识别自组织的两个指标是：熵和网络成员互动的幂律分布。网络行为识别和模型验证产生于两个现实生活中的网络：Arduino 论坛网络和 EEVBlog 论坛网络，其中包括设计师和生产商/制造商。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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Self-organization in open and very large and complex design and manufacturing networks through entropy and power law distribution

The paper investigates the self-organization of open, very large, and complex networks as design and manufacturing systems, proposing a model of network behavior that could improve design and control (optimize) the networks. Two metrics identify self-organization: entropy and the power law distribution of network member interactions. The network's behavior identification and model validation arise across two real-life networks: the Arduino Forum network and the EEVBlog Forum network, which include designers and producers/makers.

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来源期刊

Cirp Annals-Manufacturing Technology 工程技术-工程：工业

CiteScore

7.50

自引率

9.80%

发文量

137

审稿时长

13.5 months

期刊介绍： CIRP, The International Academy for Production Engineering, was founded in 1951 to promote, by scientific research, the development of all aspects of manufacturing technology covering the optimization, control and management of processes, machines and systems. This biannual ISI cited journal contains approximately 140 refereed technical and keynote papers. Subject areas covered include: Assembly, Cutting, Design, Electro-Physical and Chemical Processes, Forming, Abrasive processes, Surfaces, Machines, Production Systems and Organizations, Precision Engineering and Metrology, Life-Cycle Engineering, Microsystems Technology (MST), Nanotechnology.