Analysis of learning rate and momentum term in backpropagation neural network algorithm trained to predict pavement performance

Author:

Attoh-Okine Nii O.

Publisher

Elsevier BV

Subject

General Engineering,Software

Reference24 articles.

1. Jansen JM, Schmidt B. Performance models and prediction of increase overlay need in Danish state highway pavement management system, BELMA. In: Proc. Third International Conference on Managing Pavements, Vol. 1. San Antonio, TX, 1994:74–84.

2. Johnson KD, Cation KA. Performance prediction development using three indexes for North Dakota pavement management system. In: TRR 1344, TRB, National Research Council, Washington, DC, 1992:22–30.

3. Lukanen EO, Han C. Performance history and prediction modeling for minnesota pavements. In: Proc. Third International Conference on Managing Pavements, Vol. 1., San Antonio, TX, 1994:63–73.

4. Paterson WDO, Attoh-Okine B. Summary models of paved roads deterioration based on HDM-III. In: TRR 1344, TRB, National Research Council, Washington, DC, 1992:99–105.

5. Attoh-Okine NO. Predicting roughness progression in flexible pavements using artificial neural networks. In: Third International Conference on Managing Pavements, Vol. 1., San Antonio, TX, 1994:55–62.

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