SOMA Network Model Based on Native Visibility Graph

Abstract

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.

Keywords

• complex networks
• evolution algorithms
• self-organizing migrating algorithm
• native visibility graph
• time series