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. 2021 Dec 23;7(1):372–380. doi: 10.1021/acsomega.1c04757

Table 2. Thirteen Tested Algorithms in the ANN Model.

no. algorithm name abbreviation
1 BFGS quasi-Newton backpropagation BFG
2 conjugate gradient backpropagation with Powell–Beale restarts CGB
3 conjugate gradient backpropagation with Fletcher–Reeves updates CGF
4 conjugate gradient backpropagation with Polak–Ribiére updates CGP
5 gradient descent backpropagation GD
6 gradient descent with adaptive learning rate backpropagation GDA
7 gradient descent with momentum backpropagation GDM
8 gradient descent with momentum and adaptive learning rate backpropagation GDX
9 Levenberg–Marquardt backpropagation LM
10 one-step secant backpropagation OSS
11 resilient backpropagation RP
12 scaled conjugate gradient backpropagation SCG
13 bayesian regularization backpropagation BR