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AMB Express

Table 4 The fittest optimum process parameters optimized with a genetic algorithm and verified AlkB specific activity

From: Enhanced production of alkane hydroxylase from Penicillium chrysogenum SNP5 (MTCC13144) through feed-forward neural network and genetic algorithm

No. of GA runs

V1

V2

V3

V4

V5

V6

GA-optimized AlkB specific activity (U/mg)

Experimental AlkB specific activity (U/mg)

No. of iterations

1st

1.92

27.41

7.38

10.27

1.250

0.73

338.61

314.68

128

2nd

1.56

27.40

7.38

12.35

1.331

0.63

355.86

351.32

161

3rd

1.36

27.34

7.41

12.31

1.327

0.70

365.46

336.54

126

4th

1.32

27.42

7.34

11.56

1.325

0.64

363.39

339.67

153

5th

1.46

27.46

7.42

12.32

1.192

0.70

345.12

331.45

142

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