Design of a Discrete Deadbeat Controller Based on Block Diagram Oriented Genetic Programming
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- @InProceedings{Maher:2015:MCSI,
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author = "Rami A. Maher and Mohamed J. Mohamed",
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booktitle = "Second International Conference on Mathematics and
Computers in Sciences and in Industry (MCSI)",
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title = "Design of a Discrete Deadbeat Controller Based on
Block Diagram Oriented Genetic Programming",
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year = "2015",
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pages = "105--112",
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abstract = "This paper proposes a Genetic Programming
representation and algorithm that can be used for
control system design. The proposed Genetic Programming
algorithm named Block Diagram Oriented Genetic
Programming BDOGP. The characteristics of the tree
structure and the used genetic operations of the
proposed algorithm are illustrated here in detail. A
new numeric constant mutation operation is added to the
algorithm to strengthen the search for optimal
parameters of the BDOGP solutions. The proposed BDOGP
is used as an automated method to synthesise the block
diagram of a deadbeat controller for discrete control
system. The important BDOGP steps and remarks, which
perform the solution, are presented. The simulation
results show that the comparison between the GP
solution and the conventional state-space one indicates
the validity and accuracy of the solution obtained by
BDOGP.",
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keywords = "genetic algorithms, genetic programming",
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DOI = "doi:10.1109/MCSI.2015.27",
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month = aug,
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notes = "Also known as \cite{7423950}",
- }
Genetic Programming entries for
Rami Abdul Qade Maher
Mohamed Jasim Mohamed Al shemmery
Citations