Discrete Controller Synthesis Based on Genetic Programming
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gp-bibliography.bib Revision:1.7954
- @Article{Maher:2015:WSEAStsc,
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author = "Rami A. Maher and Mohamed J. Mohamed",
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title = "Discrete Controller Synthesis Based on Genetic
Programming",
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journal = "WSEAS Transactions on Systems and Control",
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year = "2015",
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volume = "10",
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number = "81",
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pages = "763--775",
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keywords = "genetic algorithms, genetic programming, Block Diagram
Oriented Genetic Programming, Deadbeat Controller",
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ISSN = "2224-2856",
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URL = "http://wseas.org/wseas/cms.action?id=10192",
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URL = "http://www.wseas.org/multimedia/journals/control/2015/b605803-429.pdf",
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size = "13 pages",
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abstract = "In this paper, an alternative way of a discrete
controller synthesis is introduced. The synthesis is
based on a proposed genetic programming algorithm,
which is named Block Diagram Oriented Genetic
Programming BDOGP. The standard GP structure tree is
modified in such a way to obtain a complete block
diagram of the discrete controller that satisfies a
deadbeat response in a closed-loop system. In one
framework solution, the algorithm gives both the block
diagram topology and the values to the parameters
within the controller structure. A new numeric constant
mutation operation is added to the algorithm to
strengthen the search for optimal parameters of the
BDOGP solutions. Two examples are introduced to
validate the use of the proposed algorithm, and for the
sake of completeness, the state-space approach design
of a deadbeat response is introduced briefly. For a
servo system, a comparison between the results of the
GP and the conventional state-space solutions shows the
accuracy of the GP approach. The second example
considers a temperature control in an HVAC system.",
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notes = "Isra University, University of Technology,
Amman/Baghdad",
- }
Genetic Programming entries for
Rami Abdul Qade Maher
Mohamed Jasim Mohamed Al shemmery
Citations