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Table 2 Method parameters for case studies

From: Comparative study of three commonly used continuous deterministic methods for modeling gene regulation networks

 

The SS method

The ANN method

 

α

β

X1

X2

X3

X4

X5

v i

θ

k

X1

X2

X3

X4

X5

Case A

               

   X1

0.0

0.3

-

-

-

-

-

1.0

4.0

0.3

-

-

-

-

-

   X2

1.0

0.3

2.0

-

-

-

-

1.0

4.0

0.3

5.0

-

-

-

-

   X3

1.0

0.3

-

2.0

-

-

-

1.0

4.0

0.3

-

5.0

-

-

-

   X4

1.0

0.3

-

-

2.0

-

-

1.0

4.0

0.3

-

-

5.0

-

-

   X5

1.0

0.3

-

-

-

2.0

-

1.0

4.0

0.3

-

-

-

5.0

-

Case B

               

   X1

0.0

0.3

-

-

-

-

-

1.0

4.5

0.3

-

-

-

-

-

   X2

1.0

0.3

1.5

-

-

-

-

1.0

4.5

0.3

7.0

-

-

-

-

   X3

1.0

0.3

-

2

-

-

-

1.0

4.5

0.3

-

6.0

-

-

-

   X4

1.0

0.3

-

3

-

-

-

1.0

4.5

0.3

-

4.0

-

-

-

   X5

1.0

0.3

-

-

2

3

-

1.0

4.5

0.3

-

-

4.0

6.0

-

Case C

               

   X1

0.0

0.3

-

-

-

-

-

1.0

4.5

0.3

-

-

-

-

-

   X2

1.0

0.3

1.5

-

0.6

-

-0.3

1.0

4.5

0.3

7.0

-

7.0

-

-8.0

   X3

1.0

0.3

-

2

-

-

-

1.0

4.5

0.3

-

6.0

-

-

-

   X4

1.0

0.3

-

3

-

-

-

1.0

4.5

0.3

-

4.0

-

-

-

   X5

1.0

0.3

-

-

2

3

-

1.0

4.5

0.3

-

-

4.0

6.0

-

The GRLOT method

 

V

k

X1 n

X1 ki

X2 n

X2 ki

X3 n

X3 ki

X4 n

X4 ki

X5 n

X5 ki

   

Case A

               

   X1

0.0

0.3

-

-

-

-

-

-

-

-

-

-

   

   X2

1.0

0.3

1.5

1.1

-

-

-

-

-

-

-

-

   

   X3

1.0

0.3

-

-

1.5

1.1

-

-

-

-

-

-

   

   X4

1.0

0.3

-

-

-

-

1.5

1.1

-

-

-

-

   

   X5

1.0

0.3

-

-

-

-

-

-

1.5

1.1

     

Case B

               

   X1

0.0

0.3

-

-

-

-

-

-

-

-

-

-

   

   X2

1.0

0.3

1.5

0.8

-

-

-

-

-

-

-

-

   

   X3

1.0

0.3

-

-

2.5

0.5

  

-

      

   X4

1.0

0.3

-

-

1.5

0.8

 

-

       

   X5

1.0

0.3

-

-

-

-

1.5

0.8

2.5

0.5

     

Case C

               

   X1

0.0

0.3

-

-

-

-

-

-

-

-

-

-

   

   X2

1.0

0.3

1.5

0.8

-

-

3.5

0.1

-

-

-1.5

2.0

   

   X3

1.0

0.3

-

-

2.5

0.5

-

-

-

-

-

-

   

   X4

1.0

0.3

-

-

1.5

0.8

-

-

-

-

-

-

   

   X5

1.0

0.3

-

-

-

-

1.5

0.8

2.5

0.5

-

-

   
  1. Parameters for each of the SS, ANN and GRLOT methods as used in case study models A, B and C.