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Under this scenario, dubbed in the past by Open Europe as the "nearly but not quite an EU member" model, Britain would have access to the EU single market as a member of the European Economic Area.
Thus, based on a simple design approach, this paper proposes a new sub-frame model and isolated member model to ascertain the fire resistance of beams and columns subjected to compartment fires.
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The SAM and BRANN combining models generally outperformed all member models.
The member models described the relations between BD and their affecting indicators; the combining models linked the predicted BD by each member models with the observed BD.
The results showed that, the BRANN member models generally outperformed the ANFIS member models in terms of better performances and simpler structures.
The input variables for member models were selected by a hybrid filter and wrapper method.
The member models considering cyclic buckling and low cycle fatigue of steel are used in the analyses.
The optimal SAM combining model combined two BRANN member models and improved upon them in terms of average squared errors by 14.6% and 18.1% respectively.
The term bagging refers to a class of techniques in which an ensemble model is obtained by combining different member models generated by resampling the available data set.
The subagging member models are generated by subsampling the pool of samples available for modelling and then forming new calibration sets.
The inclusion of bending in member models shows that both the pinned rod model and the equivalent continuum models lose fidelity above the first resonant frequency of lateral motion of the members.
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