Dynamic Network Analysis in Julia

Zhang, Weijian (2015) Dynamic Network Analysis in Julia. [MIMS Preprint]

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Abstract

This paper introduces EvolvingGraphs, a Julia software package for the creation, manipulation, and study of dynamic networks. We describe the underlying model of EvolvingGraphs and discuss the implementations of components and centrality in the case of dynamic networks. We make particular use of the parameterizable type system and multiple dispatch in Julia. Users can work on a variety of graph types with nodes and timestamps of any Julia type.

Item Type: MIMS Preprint
Uncontrolled Keywords: evolving graphs, Julia, software, graph algorithms
Subjects: MSC 2010, the AMS's Mathematics Subject Classification > 15 Linear and multilinear algebra; matrix theory
MSC 2010, the AMS's Mathematics Subject Classification > 68 Computer science
Depositing User: Mr Weijian Zhang
Date Deposited: 03 Sep 2015
Last Modified: 08 Nov 2017 18:18
URI: http://eprints.maths.manchester.ac.uk/id/eprint/2376

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