Simulating network structures using Bernoulli's principle

Yicheol Han, Stephan J. Goetz, Jeongjae Lee, Seongsoo Yoon

Research output: Contribution to journalArticlepeer-review

2 Scopus citations

Abstract

Using the fact that connections between vertices of a network often represent directed and weighted flows, we apply hydraulic principles to develop novel insights into network structure and growth. We develop a network model based on Bernoulli's principle and use it to analyze changes in network properties. Simulation results show that velocity of flow, resistance, fitness and existing connections in a system determine network connections of a vertex as well as overall network structure. We demonstrate how network structure is affected by changes in velocity and resistance, and how one vertex can monopolize connections within a network. Using Bernoulli's principle, we are able to independently reproduce key results in the network literature.

Original languageEnglish (US)
Article number1250032
JournalAdvances in Complex Systems
Volume15
Issue number5
DOIs
StatePublished - Jul 2012

All Science Journal Classification (ASJC) codes

  • Control and Systems Engineering

Fingerprint Dive into the research topics of 'Simulating network structures using Bernoulli's principle'. Together they form a unique fingerprint.

Cite this