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: Zelinka, I., Vasant, P., Dao, T.T., Hoang, D.V.
Format: Article
Institution: Universiti Teknologi Petronas
Record Id / ISBN-0: utp-eprints.20127 /
Published: EAI 2017
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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id utp-eprints.20127
recordtype eprints
spelling utp-eprints.201272018-04-22T14:42:00Z A novell approach on evolutionary dynamics analysis - A progress report Zelinka, I. Vasant, P. Dao, T.T. Hoang, D.V. 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. EAI 2017 Article PeerReviewed https://www.scopus.com/inward/record.uri?eid=2-s2.0-85032350052&partnerID=40&md5=924a62b3eb7a49a4b77084e8ff7dfd14 Zelinka, I. and Vasant, P. and Dao, T.T. and Hoang, D.V. (2017) A novell approach on evolutionary dynamics analysis - A progress report. COMPSE 2016 - 1st EAI International Conference on Computer Science and Engineering . http://eprints.utp.edu.my/20127/
institution Universiti Teknologi Petronas
collection UTP Institutional Repository
description 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.
format Article
author Zelinka, I.
Vasant, P.
Dao, T.T.
Hoang, D.V.
spellingShingle Zelinka, I.
Vasant, P.
Dao, T.T.
Hoang, D.V.
A novell approach on evolutionary dynamics analysis - A progress report
author_sort Zelinka, I.
title A novell approach on evolutionary dynamics analysis - A progress report
title_short A novell approach on evolutionary dynamics analysis - A progress report
title_full A novell approach on evolutionary dynamics analysis - A progress report
title_fullStr A novell approach on evolutionary dynamics analysis - A progress report
title_full_unstemmed A novell approach on evolutionary dynamics analysis - A progress report
title_sort novell approach on evolutionary dynamics analysis - a progress report
publisher EAI
publishDate 2017
url 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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score 11.62408

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