Traffic driven model for weighted networks

Wen Xu Wang; Bing Hong Wang; Tao Zhou; Bo Hu; Gang Yan; Yan Bo Xie

Traffic driven model for weighted networks

Wen Xu Wang, Bing Hong Wang, Tao Zhou, Bo Hu, Gang Yan, Yan Bo Xie

University of Science and Technology of China

Research output: Contribution to journal › Article › peer-review

Abstract

We propose an evolutionary weighted model for technological networks based on the interplay of traffic and infrastructure of the network by introducing a strength coupling mechanism. The model gives many statical properties such as evolution of strength, distribution of strength, degree and weight supported by empirical evidence. In particular, the model generates nontrivial degree-strength correlation observed in real-world networks. Interestingly, all properties are adjusted depending on a single parameter that represents the speed of total weight growth of the network.

Original language	English
Pages (from-to)	481-488
Number of pages	8
Journal	Dynamics of Continuous, Discrete and Impulsive Systems Series B: Applications and Algorithms
Volume	13
Issue number	3-4
State	Published - Jun 2006
Externally published	Yes

Keywords

Complex network
Evolution dynamics
Power-law distribution
Strength-degree correlation
Traffic driven
Weighted network

Cite this

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title = "Traffic driven model for weighted networks",

abstract = "We propose an evolutionary weighted model for technological networks based on the interplay of traffic and infrastructure of the network by introducing a strength coupling mechanism. The model gives many statical properties such as evolution of strength, distribution of strength, degree and weight supported by empirical evidence. In particular, the model generates nontrivial degree-strength correlation observed in real-world networks. Interestingly, all properties are adjusted depending on a single parameter that represents the speed of total weight growth of the network.",

keywords = "Complex network, Evolution dynamics, Power-law distribution, Strength-degree correlation, Traffic driven, Weighted network",

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year = "2006",

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AU - Wang, Wen Xu

AU - Wang, Bing Hong

AU - Zhou, Tao

AU - Hu, Bo

AU - Yan, Gang

AU - Xie, Yan Bo

PY - 2006/6

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N2 - We propose an evolutionary weighted model for technological networks based on the interplay of traffic and infrastructure of the network by introducing a strength coupling mechanism. The model gives many statical properties such as evolution of strength, distribution of strength, degree and weight supported by empirical evidence. In particular, the model generates nontrivial degree-strength correlation observed in real-world networks. Interestingly, all properties are adjusted depending on a single parameter that represents the speed of total weight growth of the network.

AB - We propose an evolutionary weighted model for technological networks based on the interplay of traffic and infrastructure of the network by introducing a strength coupling mechanism. The model gives many statical properties such as evolution of strength, distribution of strength, degree and weight supported by empirical evidence. In particular, the model generates nontrivial degree-strength correlation observed in real-world networks. Interestingly, all properties are adjusted depending on a single parameter that represents the speed of total weight growth of the network.

KW - Complex network

KW - Evolution dynamics

KW - Power-law distribution

KW - Strength-degree correlation

KW - Traffic driven

KW - Weighted network

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M3 - 文章

AN - SCOPUS:33750404510

SN - 1492-8760

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JO - Dynamics of Continuous, Discrete and Impulsive Systems Series B: Applications and Algorithms

JF - Dynamics of Continuous, Discrete and Impulsive Systems Series B: Applications and Algorithms

IS - 3-4

ER -

Traffic driven model for weighted networks

Abstract

Keywords

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