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The dominating term is the cost of selecting the input sample that minimizes the objective function, that is, the cost of evaluating the objective function times.
A function is used in the predictive control strategy to reduce computational complexity in selecting the input paths of Laguerre functions.
The development of the fuzzy expert system was carried out by selecting the input variables associated with the brine heater operation, building the fuzzy membership functions for input and output variables, and developing knowledge based rule structures.
Attempts taken to improve the efficiency and speed of the BP algorithms were reported by Huang et al. (2006a, b) who suggested that by randomly selecting the input weights and hidden layer biases the efficiency and speed of the ANN model can be improved.
The best results were obtained with the ANN after selecting the input variables according to the results of the experimental design, the classification and the factor analysis, with a 0.71 correlation coefficient against the 0.58 of the best linear regression model.
For each system, the algorithm involved selecting the input polarization state E in comp and output Jones matrix J out comp that best fit the entire parameter space of the measured data.
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After selecting the inputs and outputs for ANN, the number of layers and the number of neurons per layer were determined.
Select the input variables.
(ii) Select the input data pattern from the seen dataset after its training.
The Akaike information criterion (AIC [22]) is often used to select the input parameters effectively.
To watch TV, I need to select the input device and then an app or channel, rather than just navigate by show.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com