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A new suspension design with optimized features is proposed.
The optimized features of the heat transfer architecture are robust.
Indeed, the approach introduced here is very promising for the design of real magnetic nanocomposite samples with optimized features.
Finally, the optimized features for NGCs design were summarized showing as multifunctional cues are needed to produce NGCs having improved results in clinics.
We found that the optimized features of the heat transfer architecture are robust with respect to changes in several physical parameters.
The optimized features of the tree construct are the external shape (height/diameter) and the internal ratio between the stem diameter and the diameter of the elemental fins.
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A robust crack detection algorithm was developed which optimized feature selection.
Issues of optimized feature extraction towards multi-sensor data fusion and more effective diagnostic/prognostic schemes are also of potential interest.
Then, a modified genetic algorithm with variable-range encoding and dynamic searching strategy is used to establish relationships between optimized feature subsets and the classification performance.
A key challenge when using a feature model to derive a new SPL configuration is determining how to find an optimized feature selection that minimizes or maximizes an objective function, such as total cost, subject to resource constraints.
And also the regression models of optimized feature matrix established by partial least squares regression (PLSR) (R2 = 0.9377) and back propagation neural networks (BPNN) (R2 = 0.9787) presented a better prediction capacity than these of initial one (PLSR: R2 = 0.8887; BPNN: R2 = 0.9093).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com