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The location of the clustering center was randomly initialized.
In order to detect the chance to getting stuck into local minima for the channel models used in our experiments, the TGS algorithm was randomly initialized with 100 different values, and the attained BER after convergence was depicted in Figures 4, 5, and 6.
When it optimized the dth dimension of gbest, a one-dimensional swarm of size P was randomly initialized as X i (1 ≤ i ≤ P). b d, X i ) = (gbest, gbest,…, gbest d −1, X i, gbest d +1,…, gbest) was then defined, and F(b d, X i )) was used as the fitness of particle i.
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PSO is randomly initialized.
According to the MFO algorithm, moths' positions are randomly initialized.
Intuitively, the connection layer can be randomly initialized and updated during the network training.
PSO is one of the important evolutionary algorithms which are randomly initialized.
No pre-training of DNN was performed and both the weights and biases were randomly initialized from Gaussian distribution.
The packet rates of sensors are randomly initialized but keep the utilization as shown in the table.
This classifier makes use of single hidden layer feedforward neural networks (SLFNs) for which the weights and biases are randomly initialized.
Firstly, Np particles are randomly initialized at t = 0. Usually, one draws from a uniform distribution in the bounded interval I x 0, and a zero cost is assigned to each particle: x 0 ( i ) ~ U ( I x 0 ) (15) C 0 ( i ) = 0, (16).
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