Table 5: Results of NRTL interaction parameters for LLE modeling of quaternary systemsrelevant for food industry using Flower Pollination Algorithms.
| System No. |
NRTL 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 |
688.87, 733.01 |
460.79, 937.14 |
1547.98, 1509.81 |
684.79, 1117.00 |
837.17, 754.86 |
1216.73,702.21 |
0.0096 |
0.0062 |
0.0065 |
0.0042 |
| 2 |
674.73 , 718.90 |
446.69, 923.11 |
1533.82, 1495.65 |
670.62, 1102.87 |
823.10, 740.76 |
1202.78, 688.19 |
0.0095 |
0.0080 |
0.0048 |
0.0036 |
| 3 |
645.17 , 538.87 |
176.11 , 474.62 |
1347.80 , 1224.61 |
453.09 , 857.90 |
643.28 , 626.39 |
726.92 , 305.22 |
0.0120 |
0.0096 |
0.0050 |
0.0022 |
| 4 |
787.78, 681.50 |
318,63, 617.23 |
1490,38,1367.21 |
595,61, 1000.51 |
785,89, 769.00 |
869, 53, 447.74 |
0.0098 |
0.0086 |
0.0076 |
0.0065 |
| 5 |
1266.14, 619.5 |
1032.48, 266.24 |
728.35, 543.58 |
1357.07,1237.47 |
613.69,1075.56 |
-49.80, 531.67 |
0.0132 |
0.0098 |
0.0080 |
0.0068 |
| 6 |
1206.14, 632.03 |
1020.74, 283.98 |
685.68, 598.81 |
1381.57, 1218.92 |
605.52, 1092.76 |
-81.00, 568.89 |
0.0098 |
0.0088 |
0.0078 |
0.0060 |
| 7 |
1270.29, 656.33 |
1030.93, 262.32 |
698.52, 570.63 |
1379.42, 1224.77 |
610.22, 1096.29 |
-72.24, 568.48 |
0.0200 |
0.0110 |
0.0082 |
0.0071 |
| 8 |
1261.52, 624.18 |
1046.79, 285.86 |
708.83, 550.58 |
1352.33, 1228.74 |
611.08, 1090.17 |
-58.82, 543.86 |
0.0180 |
0.0105 |
0.0089 |
0.0052 |