Exergy Assessment of Single Stage Solar Adsorption Refrigeration System Using ANN

Table 4

Statistical performance of the different algorithms evaluated for network A (exergy destruction).

Algorithm	Neurons in hidden layer	𝑅^2	RMS	COV
LM	8	0.99981	0.057	0.43
LM	9	0.99993	0.048	0.109
LM	10	0.99991	0.069	0.189
SCG	8	0.97941	0.098	0.476
SCG	9	0.98302	0.087	0.390
SCG	10	0.96276	0.19	0.204
CGP	8	0.9869	0.0205	0.198
CGP	9	0.96478	0.501	0.169
CGP	10	0.97916	0.023	0.183