SOMA Network Model Based on Native Visibility Graph
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In this article, we want to propose a new model of the network for analyzing the evolution algorithms.We focus on the graph called native visibility graph. We show how we can get a time series from the run ofthe self-organizing migrating algorithm and how we can convert these series into a network. At the end of thearticle, we focus on some basic network properties and we propose how can we use these properties for laterinvestigation. All experiments run on well-known CEC 2016 benchmarks.
Keywordscomplex networks, evolution algorithms, self-organizing migrating algorithm, native visibility graph, time series
Document typePeer reviewed
Document versionFinal PDF
SourceMendel. 2017 vol. 23, č. 1, s. 49-56. ISSN 1803-3814
- Vol. 23, No. 1