Research Article
A Novell Approach on Evolutionary Dynamics Analysis - A Progress Report
@INPROCEEDINGS{10.4108/eai.27-2-2017.152351, author={Ivan Zelinka and Pandian Vasant and Tran Trong Dao and Duy Vo Hoang}, title={A Novell Approach on Evolutionary Dynamics Analysis - A Progress Report}, proceedings={First EAI International Conference on Computer Science and Engineering}, publisher={EAI}, proceedings_a={COMPSE}, year={2017}, month={3}, keywords={evolutionary dynamics strange dynamics hidden attractors com-plex network}, doi={10.4108/eai.27-2-2017.152351} }- Ivan Zelinka
Pandian Vasant
Tran Trong Dao
Duy Vo Hoang
Year: 2017
A Novell Approach on Evolutionary Dynamics Analysis - A Progress Report
COMPSE
EAI
DOI: 10.4108/eai.27-2-2017.152351
Abstract
In this paper we discuss the possibility of novel mutual fusion of evo-lutionary algorithms, complex networks, strange dynamics and hidden attractors. As demonstrated in previous research papers, evolutionary algorithms are capable of very complex tasks such as chaotic system control, identification or synthesis and vice versa, chaos can be observed also in the evolutionary dynamics. We pro-pose a novel approach non how to analyze and control dynamic of evolutionary algorithm and also discuss possibility on strange dynamics analysis that is a part of dynamic of evolutionary algorithms. In any words, we propose to understand algorithms as a discrete dynamical system that exhibit wide spectra behavior that can be controlled and analyzed.
