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. 2010 Apr 23;11:202. doi: 10.1186/1471-2105-11-202

Table 2.

Comparison of results from different global sensitivity indices

Average of local sensitivities Sobol's first order sensitivity Sobol's total effect sensitivity
8 dominant parameters* k8, k9, k5, kc1, k3, k1, k-_1, k4 kc1, k12, k3, k13, k9, k24, k10, k-1 kc1, k3, k12, k9, k13, k1, k10, k5
CPU time 24 hours 160 hours 160 hours
Objective function 3.546 8.364 7.745

* The common parameters identified by all the sensitivity indices were highlighted in bold style and the parameters by any of two different sensitivity indices were underlined.

† Global optimization (Evolutionary Strategy using Stochastic Ranking) was executed with respect to the parameter combination selected by each sensitivity index.