SOMA Network Model Based on Native Visibility Graph

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 of the self-organizing migrating algorithm and how we can convert these series into a network. At the end of the article, we focus on some basic network properties and we propose how can we use these properties for later investigation. All experiments run on well-known CEC 2016 benchmarks.

Abstract licence: CC BY-NC-SA

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