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Uncertain regions are labeled as soft tissue.
And the zones surrounding less-confident reconstructions are taken as uncertain regions as well.
The intermediate zones between these two regions are taken as uncertain regions.
Fig. 10 Illustrative example of the certain and uncertain regions in an image.
These 3 types of regions compose 3 layers surrounding the confident reconstructions core layer: foreground samples; middle layer: uncertain regions; and outer layer: background samples.
Compared with other methods, the distinctive characteristic of the suggested sampling strategy is to use different surrogates to search potential uncertain regions.
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The objective is to evaluate controllability of an uncertain system with norm-bounded perturbation over the entire uncertain region.
Specifically, resorting to semidefinite programming (SDP -related technique, we firSDP -relatedtechnique-case signal-to-interference-plus-noise ratio (SINR) over uncertain region to optimize wevefirstcovariance maximizeorcing a uniform elementhe power requirement.
In addition, Shinohara et al. (2012) estimated several focal mechanisms of aftershocks, and there are earthquakes with a P-axis in the north-south direction in front of the uncertain region (Fig. 6).
The total annual cost of MSHEN, obtained from the simulation of MSHEN according to the vertices of the polyhedral uncertain region, is regarded as an objective function, and GA/SA is adopted for optimizing the heat exchanger areas.
Since this proposed approach considers both nonlinear influence and probabilistic distribution in a large uncertain region, it can effectively ensure robustness of nonlinear systems even if large random variation exists.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com