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Table 3 Estimated results for Case II

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 0.6294 2.0096 5.0
α 2 0.3618 1.0826 1.3442
α 3 0.2680 0.9776 3.9705
α 4 0.0654 0.7542 3.7875
α 5 0.1327 0.9763 1.3159
g 11 1.5285 0.0987 0.0226
g 12 -2.0000 -0.4603 -0.0362
g 13 0.9963 0.1534 0.0635
g 14 0.5945 0.3144 0.0332
g 15 -2.0 -0.1296 -0.0483
g 16 0.0916 0.0396 0.0268
g 21 1.8490 0.1834 0.0458
g 23 0.2849 -0.0720 -0.0299
g 31 1.6939 0.2020 0.0481
g 32 -0.4312 -0.1026 -8.5364E-3
g 42 -1.2477 0.1276 9.456E-3
g 44 1.1855 -0.1892 -0.0209
g 45 0.7681 0.0778 0.0304
g 47 -0.4538 -0.0541 -0.0149
g 53 2.0 0.1082 0.0462
g 54 -1.4214 -0.2074 -0.0275
g 55 1.6615 0.0847 0.0401
g 58 -0.8134 -0.0669 -0.0260