analytic programming
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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.

scholarly journals Variational analytic programming for synthesis of optimal control

2021 ◽  
Vol 186 ◽  
pp. 743-750
Author(s):  
N.B. Konyrbaev ◽  
A.O. Dauitbayeva ◽  
A.B. Ostayeva ◽  
A.U. Yessirkepova ◽  
A.B. Bexeitova
Keyword(s):  
Optimal Control ◽  
Analytic Programming

Comparison of Three Novelty Approaches to Constants (Ks) Handling in Analytic Programming Powered by SHADE

2018 ◽  
pp. 134-145
Author(s):  
Zuzana Kominkova Oplatkova ◽  
Adam Viktorin ◽  
Roman Senkerik
Keyword(s):  
Analytic Programming

On the Applicability of Random and the Best Solution Driven Metaheuristics for Analytic Programming and Time Series Regression

2018 ◽  
pp. 489-498
Author(s):  
Roman Senkerik ◽  
Adam Viktorin ◽  
Michal Pluhacek ◽  
Tomas Kadavy ◽  
Zuzana Kominkova Oplatkova
Keyword(s):  
Time Series ◽  
Time Series Regression ◽  
Analytic Programming

Performance comparison of differential evolution driving analytic programming for regression

2017 ◽  
Author(s):  
Roman Senkerik ◽  
Adam Viktorin ◽  
Michal Pluhacek ◽  
Tomas Kadavy ◽  
Zuzana Kominkova Oplatkova
Keyword(s):  
Differential Evolution ◽  
Performance Comparison ◽  
Analytic Programming

scholarly journals METHOD OF BINARY ANALYTIC PROGRAMMING TO LOOK FOR OPTIMAL MATHEMATICAL EXPRESSION

2017 ◽  
Vol 18 (1) ◽  
pp. 125-134 ◽  
Author(s):  
A.I. Diveev ◽  
◽  
E.M. Lomakova ◽  
Keyword(s):  
Mathematical Expression ◽  
Analytic Programming
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