Table 1 Estimated results for Case I
From: Estimating parameters for generalized mass action models with connectivity information
Parameter | Estimation without constraints | Estimation with constraints (noise-free) | Estimation with constraints (5% noise) |
|---|---|---|---|
α 1 | 4.67E-05 | 2.42E-04 | 3.43E-6 |
α 2 | 3.452 | 0.079 | 0.436 |
α 3 | 3.359 | 0.733 | 2.227 |
α 4 | 1.828 | 3.660 | 1.961 |
α 5 | 0.359 | 0.434 | 4.955 |
g 1,1 | -0.772 | -0.763 | -1.437 |
g 1,5 | 1.710 | 0.597 | 1.896 |
g 1,6 | -1.110 | -0.113 | -0.665 |
g 1,9 | 1.241 | 0.927 | 0.868 |
g 1,10 | -0.328 | -0.005 | -0.757 |
g 2,1 | 0.948 | 0.857 | 1.59 |
g 2,2 | -0.467 | -1.308 | -1.996 |
g 2,7 | 0.963 | 0.783 | 0.407 |
g 2,8 | -1.002 | -0.972 | -1.26 |
g 2,11 | -0.682 | -0.712 | -1.235 |
g 3,2 | 1.121 | 0.702 | 0.987 |
g 3,3 | -0.002 | -0.008 | -0.012 |
g 3,7 | 0.263 | 0.171 | 0.515 |
g 3,8 | -0.044 | -0.153 | -0.850 |
g 3,9 | -0.185 | 0.106 | -0.384 |
g 3,10 | -0.307 | -0.607 | -0.835 |
g 4,3 | 0.871 | 0.900 | 1.118 |
g 4,5 | -0.347 | -0.586 | 0.754 |
g 4,10 | -0.819 | -1.382 | -1.524 |
g 5,4 | 0.745 | 0.859 | 1.392 |