Prediction of Slipper Pressure Distribution and Leakage Behaviour in Axial Piston Pumps Using ANN and MGGP

Table 3

Parameters of proposed MGGP.

Parameters	Values assigned
Population size	100-500
Number of generations	100-400
Tournament size	15-20-25
Probability of Pareto tournament	0.5-0.6-0.7
Elite fraction	0.08-0.09-0.1
Maximum depth of tree	4-5-6
Max genes	4-5-6
Functional set (F)	,
Terminal set (T)	(x1, x2, x3, x4, x5, x6 )
ERC probability	0.1
Crossover probability rate	0.84
High-Level crossover	0.2
Low-Level crossover	0.8
Mutation probabilities	0.14