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

2008 ◽  
Author(s):  
Brian M. Cerny ◽  
Peter C. Nelson ◽  
Chi Zhou
Keyword(s):  
Differential Evolution ◽  
Symbolic Regression ◽  
Numerical Constant

scholarly journals Analytic Programming – a Novel Tool for Synthesis of Controller for Chaotic Lozi Map

2021 ◽  
Vol 15 ◽  
pp. 50-55
Author(s):  
Roman Senkerik ◽  
Zuzana Kominkova Oplatkova ◽  
Michal Pluhacek
Keyword(s):  
Feedback Control ◽  
Differential Evolution ◽  
Cost Function ◽  
Chaotic System ◽  
Chaotic Systems ◽  
Symbolic Regression ◽  
Control Law ◽  
Two Dimensional ◽  
Function Design ◽  
Analytic Programming

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.

A Hybrid Approach of Grammar-based Genetic Programming and Differential Evolution for Symbolic Regression

2018 ◽  
Author(s):  
Flávio A.A. Motta ◽  
João M. Freitas ◽  
Felipe R. Souza ◽  
Heder S. Bernardino ◽  
Itamar L. Oliveira ◽  
...  
Keyword(s):  
Genetic Programming ◽  
Differential Evolution ◽  
Hybrid Approach ◽  
Symbolic Regression ◽  
Grammar Based Genetic Programming

LZW differential evolution for binary encoding

2012 ◽  
Author(s):  
Orawan Watchanupaporn ◽  
Worasait Suwannik
Keyword(s):  
Differential Evolution ◽  
Binary Encoding
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