9786202670753

Critical Node Identification in complex network

A multi-perspective Approach

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Summary:

This book contributes three things, first, we introduce a new approach based on the decomposition of a graph into triangle structured subgraphs and second we introduce new centrality measure which views those decompose subgraphs as a planar mechanism and calculate the sum of the local degree of freedom of node I with the summation of all edges in the subgraph which we socially consider it as the local power of a node. The third is, we comprehensively used three measures with a different perspective on node power complex networks to identify the most powerful node in a given complex network and the reason behind using three measures is to obtain more objective and reasonable ranking results.

Author:

A. T. Amshi

Biographie:

A.T. Amshi was born and raised in Nigeria. He is an IT Research Student, He studied computer science during his BSc. and in his MSc, he studied software engineering.  

Number of Pages:

84

Book language:

English

Published On:

2020-06-19

ISBN:

9786202670753

Publishing House:

LAP LAMBERT Academic Publishing

Keywords:

Complex Network, analysis, Algorithm, node importance, Centrality, multiple methods

Product category:

TECHNOLOGY / General