Title: Performance of fuzzy logic and artificial neural network in prediction of ground and air vibrations
Abstract: ► The two statistical models in Eqs. (11) and (12) have medium intensity relationships according to the correlation coefficients . ► For PPV models, the values were 3.23–0.45%, 78.39%–0.21%, and 87–0.17% for statistical, ANN , and fuzzy models respectively. ► For dB models, the values were 99.83–4.92%, 99.94–2.9%, and 99.95–2.71% for statistical, ANN, and fuzzy models, respectively. ►As can be seen from these results, the prediction accuracy of the ANN and fuzzy models is better than the statistical model. ► In accordance to the values of performance indices, fuzzy models are slightly better than ANN models.
Publication Year: 2011
Publication Date: 2011-07-01
Language: en
Type: article
Indexed In: ['crossref']
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Cited By Count: 89
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