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