Page 266 - PVT Property Correlations
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2.3% 0.09% 10.24% 0.86% Back
viscosity: 0.33% FVF: Viscosity: 12.7% 5.62% FVF: 1.79% NA FVF: 2.3% Multiple-layer
MAE Oil Pb: Oil NA NA NA Oil Rs: Pb: Oil Pb: Oil z-Factor: network. MBP,
function Error;
basis Percent
2.3% 1.1% radial Absolute
MAPE NA 7% Pb: FVF: Oil 8.74% Pd: 6% K: FVF: Oil NA NA NA NA generalized Mean MAPE,
Wilcoxon Error;
and Space WGRBFN, Absolute
Training Testing 700 520 802 3000 802 99 283 803 978 optimization; Mean MAE,
Transformation Function Sigmoid Sigmoid Sigmoid Sigmoid Sigmoid Sigmoid Sigmoid Wilcoxon radial generalized swarm particle Algorithm; Genetic Optimization
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;