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Quantitative performance goals are required when establishing seismic design basis parameters using the performance-goal based approach.
The ℓ2-norm regularization for basis parameters Ar and A h ( l ) was considered.
On their basis, parameters such as mean, median, standard deviation, maximum, and minimum are determined.
Hyperparameters were used to control the sparsity of reconstructed weights and the generation of basis parameters.
In accordance with [15], the nonnegative basis parameters are assumed to be gamma distributed by p ( A r ) = ∏ i = 1 N ∏ j = 1 D r G ( [ A r ] ij | α rj, β rj ) (11).
Next, to search for the solutions that show stable oscillations with a 24-h period and large amplitude, GAs are carried out in logarithmic space, where each coarse solution obtained by the random search is set to the basis parameters and the value of each basis parameter is 10−1 to 10-fold varied.
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Based on the two-step method we randomly vary the values of 12 parameters in logarithmic space to find parameter solutions that indicate some oscillations, where a basis parameter vector is determined that produces a circadian oscillator and the value of each basis parameter is 10−2 to 102-fold varied.
On this basis the parameters of the Needleman's cohesive zone model were identified.
The ESR spectral data provided information about their structure on the basis Hamiltonian parameters and degree of covalency.
In this paper, the analog performance of the devices is studied on the basis of parameters like transconductance (gm), transconductance generation factor (gm/Id) and intrinsic gain (gmro).
Table 1 shows the comparison of both the frameworks on the basis of parameters chosen.
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