Page 265 - PVT Property Correlations

Transformation MAE MAPE and Training Space Testing Function 2.3% viscosity: Oil NA 700 Sigmoid 0.33% Pb: 7% Pb: 520 Sigmoid 0.09% FVF: Oil 2.3% FVF: Oil NA 8.74% Pd: 802 Sigmoid NA 6% K: 3000 Sigmoid NA 1.1% FVF: Oil 802 Sigmoid 10.24% Viscosity: Oil NA 99 Sigmoid 12.7% Rs: 5.62%

NA
PSO, GA, Swarm
propagation propagation propagation propagation propagation (FN-SVM) propagation propagation system; Machine; Particle

Training Algorithm Back Back (MBP) Back Back Back Hybrid NA Back Back (WGRBFN) inference fuzzy Vector Support PSO, Function;

(Continued) and (2001) (1997) al. et al. et Abdel- (2001) al. (2015) al. network-based with Network Basis Radial

10.1b Author Elsharkawy Gharbi and Gharbi Elsharkawy ´ Gonzalez (2003) Habiballah (1996) Ikiensikimama (2012) (2009) Oloso and Osman (2002) Aal et Osman et Shateri adaptive Fuzzy RBF,

TABLE ID 9 10 11 12 13 14 15 16 17 ANFIS, FN-SVM, Propagation;