Identification of Nonlinear Discrete Systems Based Enhanced Genetic Programming
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gp-bibliography.bib Revision:1.8081
- @Article{Maher:2017:ijmcs,
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author = "Rami A. Maher and Mohammad J. Mohammad",
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title = "Identification of Nonlinear Discrete Systems Based
Enhanced Genetic Programming",
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journal = "International Journal of Mathematics and Computers in
Simulation",
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year = "2017",
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volume = "11",
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pages = "204--210",
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keywords = "genetic algorithms, genetic programming",
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ISSN = "1998-0159",
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URL = "http://www.naun.org/cms.action?id=2826",
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URL = "http://www.naun.org/cms.action?id=15242",
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URL = "http://www.naun.org/main/NAUN/mcs/2017/a582002-010.pdf",
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size = "7 pages",
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abstract = "This paper introduces the application of the genetic
programming to solve the identification problems of
nonlinear discrete dynamic systems. The standard GP is
enhanced first to be of a Multi basis function
structure and then by a general parameter optimization
technique to include one of four proposed techniques.
The efficiency of finding the numeric constant node is
significantly improved as compared to the traditional
methods. The simulation procedure includes first a
comparison between the enhanced GP by one of the
parameter optimization techniques and the standard GP.
Then after for six different models, a comparison
between the four techniques is performed. The
comparison is made in terms of the number of runs
require to find the perfect model, and the average
number of generations for successful runs. Finally, a
complicated nonlinear discrete is selected to show the
powerful of the proposed algorithm.",
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notes = "Rami A. Maher is with the Isra University, Amman,
Jordan, while Mohammad J. Mohammad is with the
University Of Tech Baghdad Iraq",
- }
Genetic Programming entries for
Rami Abdul Qade Maher
Mohammad J Mohammad
Citations