Table 6: Results of UNIQUAC interaction parameters for LLE modeling of quaternary systemsrelevant for food industry using Flower Pollination Algorithms.

System No. UNIQUAC interaction parameters, K Best value of RMSD
A12, A21 A13, A31 A14, A41 A23, A32 A24, A42 A34, A43 FPA FPA-C MFPA MFPA-C
1 288.23, -518.37 201.06, -212.16 1245.09, 462.18 -217.46, 175.92 772.83, 796.52 243.46, -126.23 0.0086 0.0062 0.0052 0.0026
2 261.82, -507.93 185.18, -199.42 1228.23, 481.79 -215.04, 170.11 769.43, 792.74 239.26, -122.58 0.0092 0.0076 0.0045 0.0020
3 345.73, -450.61 213.11, -164.06 1173.42, 439.84 -200.92, 218.25 658.91, 721.67 228.63, -127.78 0.010 0.0091 0.0042 0.0010
4 678.70, 1310.60 713.32, -252.96 373.48, 675.68 1302.70,-295.48 1426.90,1097.20 -782.92, 485.56 0.0120 0.0096 0.0073 0.0035
5 376.23, 1137.81 1092.57, 996.73 1242.03,1298.31 434.63, -422.79 1019.76, 314.46 873.32, 1025.44 0.0098 0.0078 0.0065 0.0028
6 372.56, 1102.37 1115.97, 990.58 1260.18, 1285.77 429.18, -426.02 1015.21, 310.99 871.07, 1022.05 0.0095 0.0072 0.0080 0.0042
7 385.22, 1098.75 1146.18,1002.26 1265.85, 1281.16 431.52, -425.93 1011.87, 313.65 867.48, 1026.71 0.0160 0.0098 0.0077 0.0052
8 387.61, 1092.83 1149.28,1006.44 1268.36, 1275.94 425.74, -422.32 1009.52, 311.88 786.12, 1026.54 0.0120 0.0095 0.0066 0.0043

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