Calculation of Plate Natural Frequency by Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.7630

@Article{Kumarci:2010:JAS,

• title = "Calculation of Plate Natural Frequency by Genetic Programming",
• author = "K. Kumarci and P. K. Dehkordi and I. Mahmodi",
• year = "2010",
• journal = "Journal of Applied Sciences",
• volume = "10",
• number = "6",
• pages = "451--461",
• publisher = "Asian Network for Scientific Information",
• keywords = "genetic algorithms, genetic programming, natural frequency, modal analysis, plate",
• ISSN = "18125654",
• bibsource = "OAI-PMH server at www.doaj.org",
• language = "eng",
• oai = "oai:doaj-articles:1f6ec4417f06c7c11f1493e99485d4ed",
• URL = "http://docsdrive.com/pdfs/ansinet/jas/2010/451-461.pdf",
• size = "11 pages",
• abstract = "This research emphasises the study of plate natural frequency by Genetic Programming (GP). In this study we tried to investigate the modelling of plates and modal analysis by finite element method and FEM software. Six parameters were used through plate modeling: length, width, thickness, Poison's ratio, modulus of elasticity and density. This study intends to estimate the natural frequency of seven different metals as follow: high strength low alloy steel, grey iron, aluminium by alloy 1100-H14 and 2014-T0 and copper, cold rolling steel and malleable iron, which were different for metals. After frequency estimation by fem software, 100 samples of each metal were produced and GP was used for modal training to choose the best model in metal modeling. The mentioned model specifications have been produced mathematically. Afterwards, 100 extra samples were produced by FEM software. Using obtained models, all of results were tested. The error percentage of GP models and FEM software was compared and the results were produced as diagram. Considering spread of matters, all of stages are indicated only for high strength low alloy steel and the list of the best GP models for another metal is indicated in conclusion. Finally, due to results, modal analysis simulation in plate natural frequency was introduced by GP as a new method by GP.",

}

Genetic Programming entries for K Kumarci Pooya Khosraviyan Dehkordi I Mahmodi

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