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Table 2 The number of successful runs and the computational cost of the different methods

From: Designing a parallel evolutionary algorithm for inferring gene networks on the cloud computing environment

 

Dataset 1

Dataset 2

Dataset 3

Dataset 4

num. of population

1

2

4

1

2

4

1

2

4

1

2

4

population size

8000

4000

2000

10000

5000

2500

10000

5000

2500

10000

5000

2500

num. of successful runs

12

19

20

8

17

20

7

15

16

10

14

17

Expected Cost (C)

1.69

1.10

1.05

2.44

1.22

1.05

2.75

1.38

1.29

2

1.47

1.22