Nonlinear system identification by GPA-ES
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- @InProceedings{Brandejsky:2012:ICCC,
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author = "Thomas Brandejsky",
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title = "Nonlinear system identification by GPA-ES",
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booktitle = "13th International Carpathian Control Conference (ICCC
2012)",
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year = "2012",
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month = may,
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pages = "58--62",
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size = "5 pages",
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abstract = "The paper discusses application of Genetic Programming
Algorithm - Evolutionary Strategy (GPA-ES) algorithm to
symbolic regression of chaotic systems. In the paper,
Van der Pol oscillator and especially
Rabinovich-Fabrikant equations are analysed and
regressed. On the base of these experiments, novel
improvements of GPA-ES algorithm are suggested.",
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keywords = "genetic algorithms, genetic programming, GPA-ES
algorithm, Rabinovich-Fabrikant equations, Van der Pol
oscillator, chaotic systems, genetic programming
algorithm-evolutionary strategy algorithm, nonlinear
system identification, regression analysis, symbolic
regression, chaos, identification, nonlinear systems,
oscillators, regression analysis",
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DOI = "doi:10.1109/CarpathianCC.2012.6228616",
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notes = "Also known as \cite{6228616}",
- }
Genetic Programming entries for
Thomas Brandejsky
Citations