Utilizing Artificial Neural Network for Load Prediction Caused by Fluid Sloshing in Tanks

Table 1

Feed-forward network backpropagation.

Algorithm	Time		MSE		RMSE
	Tansig-tansig	Tansig-purelin	Tansig-tansig	Tansig-purelin	Tansig-tansig	Tansig-purelin
traingd	2.757612	1.970489	1.5294-04	1.5950-04	0.0124	0.0126
trainbr	6.820429	8.705925	6.7651-05	5. 3503-05	0.0082	0. 0073
trainscg	0.831116	1.010978	1.2533-04	6. 2863-05	0.0112	0.0079
trainlm	5.615931	4.946496	1.0469-04	1.0030-04	0.0102	0.0100