Inverse Response Systems Identification using Genetic Programming
Created by W.Langdon from
gp-bibliography.bib Revision:1.7970
- @InProceedings{conf/icinco/CarabaliT0CC17,
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author = "Carmen Alicia Carabali and Luis Tituana and
Jose Aguilar and Oscar Camacho and Danilo Chavez",
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title = "Inverse Response Systems Identification using Genetic
Programming",
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booktitle = "Proceedings of the 14th International Conference on
Informatics in Control, Automation and Robotics, ICINCO
2017, Madrid, Spain, July 26-28, 2017, Volume 1",
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publisher = "SciTePress",
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year = "2017",
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editor = "Oleg Gusikhin and Kurosh Madani",
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pages = "238--245",
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keywords = "genetic algorithms, genetic programming, inverse
response, system identification",
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bibdate = "2017-12-14",
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bibsource = "DBLP,
http://dblp.uni-trier.de/db/conf/icinco/icinco2017-1.html#CarabaliT0CC17",
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isbn13 = "978-989-758-263-9",
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URL = "http://www.scitepress.org/DigitalLibrary/ProceedingsDetails.aspx?ID=Hxr/q2f7PZ4=",
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DOI = "doi:10.5220/0006421602380245",
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abstract = "In this paper, we apply genetic programming as a tool
for identifying an inverse response system. In previous
works, the genetic programming has been used in the
context of identification problems, where the goal is
to obtain the descriptions of a given system.
Identification problems have been studied much from
control theory, due to their practical application in
industry. In some cases, a description of a system in
terms of mathematical equations is not possible, for
these cases are necessary new heuristic approaches like
the genetic programming. Here, we like to test the
quality of the genetic programming to identify inverse
response systems, which are systems where the initial
response is in a direction opposite to the final
outcome. The tool used to develop the model of
identification is GPTIPS V2, we use our approach in two
cases: in the first one, the equation that describes
inverse response system is determined; and in the
second case, the transfer function of the system in the
frequency domain is found.",
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affiliations = "Escuela Politecnica Nacional and Universidad de Los
Andes, Ecuador ; 2 Escuela Politecnica Nacional,
Ecuador",
- }
Genetic Programming entries for
Carmen Alicia Carabali
Luis Rodrigo Tituana Davila
Jose Lisandro Aguilar Castro
Oscar Camacho
Danilo Chavez
Citations