Řízení a analýza komplexních systémů

Abstract

This thesis points to different method of control and analysis complex networks. This method is based on transfer complex network to CML, which represent deterministic chaos. CML is model based on non-linear continous equations using a chaotic maps to generate chaos. The managment control is realized by evolutionary techniques. Part of the thesis is show that evolutionary techniques are capable of control of deterministic chaos. Two evolutionary algorithms are used for chaos control: Differential Evolution and SOMA (Self-Organizing Migrating Algorithm). The result is an application to visualize a complex network represent as CML model. The model itself will be controlled using selected evolitionary techniques in either static or real-time model.