Although in this particular case the identified pattern of robustness issues at the different stages of the controller differs only to a limited extent, this can be attributed to the particular architecture of Rainbow, which uses its model manager as a safeguard for the logic in the rest of the components used throughout the different operational stages.
While we observe a correlation between our measures of environmental robustness and genetic robustness, the pattern of correlation between the putative causal variables (gene importance and network position) and each form of robustness is intriguing.
Based on simulation-optimization models, an integrated approach of pattern identification and analysis of robustness was proposed in this study that focuses on the impact of parameter uncertainty in water quality modeling.
A mathematical clustering technique, self-organizing map, was applied to cluster the patterns of gene expression with robustness and accuracy [ 26].
In a syntactic approach, the codebook is built out of patterns that display certain features, e.g., of robustness in the face of noise, loss of synchronization, etc.
The main aim of the present research was to evaluate the coherence of generalized anxiety disorder (GAD) psychopathological pattern, the robustness of its diagnostic criteria, and the clinical utility of considering this disorder as a discrete condition rather than assigning it a dimensional value.
Finally, using many decisions is generally more stable and often more useful, in terms of robustness to unknown pattern samples that do not appear in the training stage, then using a single decision.
Many games in this genre also make use of chatbot-like input-output response patterns in order to gain a measure of robustness for unanticipated user inputs.
The island and the stepping stone structures gave somewhat similar patterns of adaptive response suggesting some robustness to spatial effects, although, as expected, the effect was less pronounced with nearest neighbour dispersal in the stepping stone model.
This division made it feasible distinguishing clear patterns of linked genetic and environmental robustness.
