Derivation of New Equations for Prediction of Principal Ground-Motion Parameters using M5′ Algorithm
2016
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- Autor(en) / Beteiligte
- Titel
- Derivation of New Equations for Prediction of Principal Ground-Motion Parameters using M5′ Algorithm
- Ist Teil von
- Journal of earthquake engineering : JEE, 2016-01, Vol.20 (6), p.910-930
- Ort / Verlag
- Abingdon: Taylor & Francis
- Erscheinungsjahr
- 2016
- Quelle
- Alma/SFX Local Collection
- Beschreibungen/Notizen
- In this study, M5′ model tree is used to develop a model for prediction of peak time-domain strong ground motion parameters. The main advantages of model trees are that can be easily developed and their formulas are simple and understandable. Selected data from Pacific Earthquake Engineering Research Center (PEER) are used to train the proposed model. Earthquake magnitude, earthquake source to site distance, average shear-wave velocity, and faulting mechanisms are used as input parameters. The developed M5′ based formulas are compared with those of well-known empirical and soft computing based models. The accuracy of the model is evaluated by statistical error parameters.
- Sprache
- Englisch
- Identifikatoren
- ISSN: 1363-2469eISSN: 1559-808XDOI: 10.1080/13632469.2015.1104758Titel-ID: cdi_proquest_journals_1815348587
- Format
- –
- Schlagworte
- Algorithms, Earthquake engineering, Earthquake Hazard, Earthquakes, Formulas (mathematics), M5′ Model Tree, Mathematical models, Parameters, Peak Time-Domain, PEER, Plate tectonics, Prediction of Strong Ground Motion Parameters, Seismic engineering, Seismic phenomena, Soft computing, Trees