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Fig 1.

Flow diagram of Wan Abdullah method for HNN.

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Table 1.

The Hopfield artificial neural network algorithm.

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Table 1 Expand

Table 2.

Pseudocode of artificial dragonfly algorithm.

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Table 2 Expand

Fig 2.

Flowchart for HNN-EBkSAT implementation procedure.

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Fig 2 Expand

Table 3.

List of some parameters of the ADA-HNN- EBkSAT model.

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Table 3 Expand

Fig 3.

GmR performance of various HNN-EBkSAT models.

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Fig 3 Expand

Fig 4.

RMSE performance of various HNN-EBkSAT models.

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Fig 4 Expand

Fig 5.

MAPE performance of various HNN-EBkSAT models.

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Fig 5 Expand

Fig 6.

Implementation time performance of various HNN-EBkSAT models.

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Fig 6 Expand

Table 4.

Training error and accuracy for all HNN models.

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Table 4 Expand

Table 5.

Comparison of MAPE mean and RMSE mean for statistical significance.

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Table 5 Expand