scholarly journals Using differential evolution for symbolic regression and numerical constant creation

Author(s):  
Brian M. Cerny ◽  
Peter C. Nelson ◽  
Chi Zhou
2021 ◽  
Vol 15 ◽  
pp. 50-55
Author(s):  
Roman Senkerik ◽  
Zuzana Kominkova Oplatkova ◽  
Michal Pluhacek

In this paper, it is presented a utilization of a novel tool for symbolic regression, which is analytic programming, for the purpose of the synthesis of a new feedback control law. This new synthesized chaotic controller secures the fully stabilization of selected discrete chaotic systems, which is the two-dimensional Lozi map. The paper consists of the descriptions of analytic programming as well as selected chaotic system, used heuristic and cost function design. For experimentation, Self-Organizing Migrating Algorithm (SOMA) and Differential evolution (DE) were used. Two selected experiments are detailed described.


2018 ◽  
Author(s):  
Flávio A.A. Motta ◽  
João M. Freitas ◽  
Felipe R. Souza ◽  
Heder S. Bernardino ◽  
Itamar L. Oliveira ◽  
...  

2012 ◽  
Author(s):  
Orawan Watchanupaporn ◽  
Worasait Suwannik

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