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Mr. Roberts said the problems were greatest on lines running at or near full capacity, so they have close to the maximum number of trains on the tracks during the rush.
Line The 'ultimate' capacity of a given HSR line/route is defined by the maximum number of trains, which can pass safely through the selected 'reference location' on the line where it is counted under given conditions, i.e., usually constant demand for service.
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We set the maximum number of training epochs to 75.
Input: Training tensor, the dimensionality of the output tensors.,,, maximum number of training iterations, error threshold.
PEOS-ELM algorithm is evaluated with real and synthetic data with the maximum number of training data 5120K and the maximum number of attributes 512.
Moreover, the network training can be stopped at other criteria such as: maximum training time, minimum performance value and/or maximum number of training epochs (iterations).
J t and (B_{j}^{t}) denote the maximum number of training steps for the transmitter and the number of codewords in the jth sub-codebook, respectively.
J r and (B_{j}^{r}) denote the maximum number of training steps for the receiver and the number of codewords in the jth sub-codebook, respectively.
Step 4. Repeat Steps 2 to 3 until the maximum number of training epochs is reached or the error is below a predefined limit.
For a fair treatment for different algorithms, let L=K t K=K r K. Assume that N=M=2 or 4, B j =2, the maximum number of training steps is J=5, so L t =L r =32.
In the BP neural network model, the cross-validation method is used to achieve an optimal training model, with a target error of 0.0001, hidden layers of 15, the maximum number of training net.train.Param.epochs 10,000 times, and the training display interval net.train.Param.show set to1.
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