A novell approach on evolutionary dynamics analysis - A progress report
In this paper we discuss the possibility of novel mutual fusion of evolutionary 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...
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| Main Authors: | , , , |
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| Format: | Article |
| Published: |
EAI
2017
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| Online Access: | https://www.scopus.com/inward/record.uri?eid=2-s2.0-85032350052&partnerID=40&md5=924a62b3eb7a49a4b77084e8ff7dfd14 http://eprints.utp.edu.my/20127/ |
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| Institution: | Universiti Teknologi Petronas |
| Summary: | In this paper we discuss the possibility of novel mutual fusion of evolutionary 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. |
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