A brief survey on the chaotic systems as the pseudo random number generators

Šenkeřík, Roman; Pluháček, Michal; Zelinka, Ivan; Davendra, Donald David; Komínková Oplatková, Zuzana

dc.title	A brief survey on the chaotic systems as the pseudo random number generators	en
dc.contributor.author	Šenkeřík, Roman
dc.contributor.author	Pluháček, Michal
dc.contributor.author	Zelinka, Ivan
dc.contributor.author	Davendra, Donald David
dc.contributor.author	Komínková Oplatková, Zuzana
dc.relation.ispartof	ISCS 2014: Interdisciplinary Symposium on Complex Systems
dc.relation.ispartof	Emergence, Complexity and Computation
dc.identifier.issn	2194-7287 Scopus Sources, Sherpa/RoMEO, JCR
dc.identifier.issn	2194-7295 Scopus Sources, Sherpa/RoMEO, JCR
dc.identifier.isbn	978-3-319-10758-5
dc.identifier.isbn	978-3-319-10759-2
dc.date.issued	2015
dc.citation.spage	205
dc.citation.epage	214
dc.type	bookPart
dc.language.iso	en
dc.publisher	Springer International Publishing
dc.identifier.doi	10.1007/978-3-319-10759-2_22
dc.relation.uri	https://link.springer.com/chapter/10.1007/978-3-319-10759-2_22
utb.faculty	Faculty of Applied Informatics
dc.identifier.uri	http://hdl.handle.net/10563/1008143
utb.source	c-crossref
dc.date.accessioned	2018-08-29T08:26:55Z
dc.date.available	2018-08-29T08:26:55Z
utb.ou	CEBIA-Tech
utb.contributor.internalauthor	Šenkeřík, Roman
utb.contributor.internalauthor	Pluháček, Michal
utb.contributor.internalauthor	Komínková Oplatková, Zuzana
utb.fulltext.affiliation	Roman Senkerik 1 , Michal Pluhacek 1 , Ivan Zelinka 2 , Donald Davendra 2 , and Zuzana Kominkova Oplatkova 1 1 Tomas Bata University in Zlin, Faculty of Applied Informatics, Nam T.G. Masaryka 5555, 760 01 Zlin, Czech Republic {senkerik,pluhacek,oplatkova}@fai.utb.cz 2 Technical University of Ostrava, Faculty of Electrical Engineering and Computer Science, 17. listopadu 15,708 33 Ostrava-Poruba, Czech Republic {ivan.zelinka,donald.davendra}@vsb.cz
utb.fulltext.dates	-
utb.fulltext.references	1. Celikovsky, S., Zelinka, I.: Chaos Theory for Evolutionary Algorithms Researchers. In: Zelinka, I., Celikovsky, S., Richter, H., Chen, G. (eds.) Evolutionary Algorithms and Chaotic Systems. SCI, vol. 267, pp. 89–143. Springer, Heidelberg (2010) 2. Lee, J.S., Chang, K.S.: Applications of chaos and fractals in process systems engineering. Journal of Process Control 6(2-3), 71–87 (1996) 3. Wu, J., Lu, J., Wang, J.: Application of chaos and fractal models to water quality time series prediction. Environmental Modelling & Software 24(5), 632–636 (2009) 4. Lozi, R.: Emergence of Randomness from Chaos. International Journal of Bifurcation and Chaos 22(02), 1250021 (2012) 5. Persohn, K.J., Povinelli, R.J.: Analyzing logistic map pseudorandom number generators for periodicity induced by finite precision floating-point representation. Chaos, Solitons & Fractals 45(3), 238–245 (2012) 6. 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Aydin, I., Karakose, M., Akin, E.: Chaotic-based hybrid negative selection algorithm and its applications in fault and anomaly detection. Expert Systems with Applications 37(7), 5285–5294 (2010) 13. Caponetto, R., Fortuna, L., Fazzino, S., Xibilia, M.G.: Chaotic sequences to improve the performance of evolutionary algorithms. IEEE Transactions on Evolutionary Computation 7(3), 289–304 (2003) 14. Davendra, D., Zelinka, I., Senkerik, R.: Chaos driven evolutionary algorithms for the task of PID control. Computers & Mathematics with Applications 60(4), 1088–1104 (2010) 15. Zelinka, I.: SOMA — Self-Organizing Migrating Algorithm. In: New Optimization Techniques in Engineering. STUDFUZZ, vol. 141, pp. 167–217. Springer, Heidelberg (2004) 16. Liang, W., Zhang, L., Wang, M.: The chaos differential evolution optimization algorithm and its application to support vector regression machine. Journal of Software 6(7), 1297–1304 (2011) 17. Zhenyu, G., Bo, C., Min, Y., Binggang, C.: Self-Adaptive Chaos Differential Evolution. In: Jiao, L., Wang, L., Gao, X.-b., Liu, J., Wu, F. (eds.) ICNC 2006. LNCS, vol. 4221, pp. 972–975. Springer, Heidelberg (2006) 18. Coelho, L.D.S., Mariani, V.C.: A novel chaotic particle swarm optimization approach using Hénon map and implicit filtering local search for economic load dispatch. Chaos, Solitons & Fractals 39(2), 510–518 (2009) 19. Hong, W.-C.: Chaotic particle swarm optimization algorithm in a support vector regression electric load forecasting model. Energy Conversion and Management 50(1), 105–117 (2009) 20. Senkerik, R., Pluhacek, M., Zelinka, I., Oplatkova, Z.K., Vala, R., Jasek, R.: Performance of chaos driven differential evolution on shifted benchmark functions set. In: Herrero, A., et al. (eds.) International Joint Conference SOCO’13-CISIS’13-ICEUTE’13. AISC, vol. 239, pp. 41–50. Springer, Heidelberg (2014) 21. Senkerik, R., Davendra, D., Zelinka, I., Pluhacek, M., Kominkova Oplatkova, Z.: On the Differential Evolution Drivan by Selected Discrete Chaotic Systems: Extended Study. In: 19th International Conference on Soft Computing, MENDEL 2013, pp. 137–144 (2013) 22. Senkerik, R., Pluhacek, M., Oplatkova, Z.K., Davendra, D., Zelinka, I.: Investigation on the Differential Evolution driven by selected six chaotic systems in the task of reactor geometry optimization. In: 2013 IEEE Congress on Evolutionary Computation (CEC), June 20-23, pp. 3087–3094 (2013) 23. Davendra, D., Bialic-Davendra, M., Senkerik, R.: Scheduling the Lot-Streaming Flowshop scheduling problem with setup time with the chaos-induced Enhanced Differential Evolution. In: 2013 IEEE Symposium on Differential Evolution (SDE), April 16-19, pp. 119–126 (2013) 24. Pluhacek, M., Senkerik, R., Davendra, D., Kominkova Oplatkova, Z., Zelinka, I.: On the behavior and performance of chaos driven PSO algorithm with inertia weight. Computers & Mathematics with Applications 66(2), 122–134 (2013) 25. Pluhacek, M., Senkerik, R., Zelinka, I., Davendra, D.: Chaos PSO algorithm driven alternately by two different chaotic maps - An initial study. In: 2013 IEEE Congress on Evolutionary Computation (CEC), June 20-23, pp. 2444–2449 (2013) 26. Pluhacek, M., Senkerik, R., Zelinka, I.: Multiple Choice Strategy Based PSO Algorithm with Chaotic Decision Making – A Preliminary Study. In: Herrero, Á., et al. (eds.) International Joint Conference SOCO’13-CISIS’13-ICEUTE’13. AISC, vol. 239, pp. 21–30. Springer, Heidelberg (2014) 27. ELabbasy, E., Agiza, H., EL-Metwally, H., Elsadany, A.: Bifurcation Analysis, Chaos and Control in the Burgers Mapping. International Journal of Nonlinear Science 4(3), 171–185 (2007) 28. Sprott, J.C.: Chaos and Time-Series Analysis. Oxford University Press (2003) 29. Bharti, L., Yuasa, M.: Energy Variability and Chaos in Ueda Oscillator, http://www.rist.kindai.ac.jp/no.23/yuasa-EVCUO.pdf 30. Kanamaru, T.: Van der Pol oscillator. Scholarpedia 2(1), 2202 (2007)
utb.fulltext.sponsorship	This work was supported by: Grant Agency of the Czech Republic - GACR P103/13/08195S, is partially supported by Grant of SGS No. SP2014/159 and 170, VŠB - Technical University of Ostrava, Czech Republic, by the Development of human resources in research and development of latest soft computing methods and their application in practice project, reg. no. CZ.1.07/2.3.00/20.0072 funded by Operational Programme Education for Competitiveness, co-financed by ESF and state budget of the Czech Republic, further was supported by European Regional Development Fund under the project CEBIA-Tech No. CZ.1.05/2.1.00/03.0089 and by Internal Grant Agency of Tomas Bata University under the project No. IGA/FAI/2014/010.
utb.fulltext.projects	GACR P103/13/08195S
utb.fulltext.projects	SGS No. SP2014/159
utb.fulltext.projects	CZ.1.07/2.3.00/20.0072
utb.fulltext.projects	CZ.1.05/2.1.00/03.0089
utb.fulltext.projects	IGA/FAI/2014/010