DocumentCode :
618195
Title :
Investigation on the Differential Evolution driven by selected six chaotic systems in the task of reactor geometry optimization
Author :
Senkerik, Roman ; Pluhacek, Michal ; Oplatkova, Zuzana Kominkova ; Davendra, Donald ; Zelinka, Ivan
Author_Institution :
Fac. of Appl. Inf., Tomas Bata Univ. in Zlin, Zlin, Czech Republic
fYear :
2013
fDate :
20-23 June 2013
Firstpage :
3087
Lastpage :
3094
Abstract :
In this paper, Differential Evolution (DE) is used in the task of optimization of batch reactor geometry. The novality of the approach is that the six selected discrete dissipative chaotic maps are used as the chaotic pseudo random number generator to drive the mutation and crossover process in the DE. The optimized results obtained are compared with original reactor geometry and process parameters adjustment. The statistical analysis of the results given by six versions of chaos driven DE is compared with canonical DE strategy.
Keywords :
chaos; chemical reactors; evolutionary computation; optimisation; random number generation; statistical analysis; DE strategy; chaotic pseudo random number generator; chaotic systems; differential evolution; process parameters; reactor geometry optimization; statistical analysis; Chaos; Chemicals; Equations; Generators; Inductors; Mathematical model; Optimization; Differential evolution; batch reactor; deterministic chaos; optimization;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Evolutionary Computation (CEC), 2013 IEEE Congress on
Conference_Location :
Cancun
Print_ISBN :
978-1-4799-0453-2
Electronic_ISBN :
978-1-4799-0452-5
Type :
conf
DOI :
10.1109/CEC.2013.6557946
Filename :
6557946
Link To Document :
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