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Based on design of experiments for robustness testing of the manufacturing process, a 24−1 fractional factorial was planned.
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Table 2 shows the experiments performed for robustness evaluation.
The goal of an experiment for achieving robustness is to separate the control factors into three groups: (1) a group of control factors whose different settings give rise to different average responses, (2) a group of control factors that are active by virtue of having an interaction with noise factors, and (3) a group of control factors that have no effect on the response.
We performed two independent experiments for evaluating the robustness of the treelet distribution on the Yeast PPI network, which is the best developed among the networks we considered.
Both SNPs rs2907748 and rs2907749 (31 bp downstream to rs6958571) were also included in our experiments for ease and robustness of genotyping [ 30] and yielded similar p-values as ND1+32656.
We have done experiments with the same image set for robustness and discrimination by replacing DWT with LWT keeping other parameters same as in the proposed algorithm.
In the field of systems biology, sensitivity analysis has been used in a number of applications, including optimized design of synthetic circuits, design of experiments for optimal parameter estimation, and robustness analysis to provide insights into design principles.
Several experimental designs for robustness testing containing different numbers of experiments (N) were compared.
With the goal of developing a cell-based bioassay that is highly optimized for sensitivity, specificity, precision, and robustness, we performed 2 DOE experiments for assay optimization and 1 DOE experiment to validate assay robustness.
In order to validate the performance of optimal PID controller for robustness against load disturbance rejection, load regulation experiment with step load disturbance is conducted.
The simulation experiments for ideal point targets show the robustness of the proposed algorithm to the noise and sidelobe disturbance which always influence the imaging quality of the conventional methods.
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