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However, considerable time and effort may be needed to develop an optimum model of measuring and monitoring these factors.
This numerical experiment with the ensemble runs also provided guidance on an optimum model setup and input data.
The remaining processes of our framework (Fig. 1) entail sketching designs for initial model development, testing the model to ascertain whether constraints have been met, and modifying the initial design/s to produce an optimum model.
Next, in order to attain an optimum model calculating and comparing the value of Root Mean Squared Error, RMSE, Mean Absolute Error, MAE and the coefficient of correlation, R2, for all 1 and 2-layer constructed models, a model having architecture 3-7-1 was found to be optimum.
Phylogenetic tree construction was performed with PAUP* version 4.0b10 [34] by using a maximum likelihood (ML) approach, under an optimum model of evolution as determined by MODELTEST v3.7 [35].
This provides an optimum model or, more generally, a family of optimal models.
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By using training data and feed forward structure for the neural network and also using particle swarm optimization for training the neural network based models, an optimum models was developed.
This paper develops a framework and methodology for evaluation of offshore platform alternatives, where a fuzzy optimum model is proposed to integrate the influence of each objective in the criteria set, and a new weight-assessing method is developed to mimic the decision maker's experience and preference based on complementary pairwise comparisons.
Selecting the ARIES-CS nuclear and engineering parameters to produce an economic optimum, modeling the complex geometry for 3D nuclear analysis to confirm the key parameters, and minimizing the radwaste stream received considerable attention during the design process.
We can obtain a slip distribution entirely identical to the slip distribution of the optimum model with an ABIC value of −83134 by using the very small (<10−17) hyperparameter that proportionally controls the weight of the additional constraint condition, while the ABIC is calculated to be −81770 for the constrained model in which the hyperparameter is 1.0.
Across subjects, the A1 → V1 connection in the optimum model had an average strength of 0.10 s−1 (p = 0.003, df = 13, t = 3.57).
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