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Such behavior is shown to exist, and to exhibit a strong dependence on the specific parametric configuration of the system.
The parametric configuration we used for each Fuzzy-ART module is β set to 1 (fast learning), a choice parameter α of 0.01, and a vigilance of 0.99.
The parametric configuration used for each Fuzzy-ART module is β set to 1 (fast learning), a choice parameter α of 0.01, and a vigilance of 0.99.
A global Nonlinear Programming (NLP) solver is used to handle the subproblems, thus finding the optimal design and the least favorable parametric configuration that minimizes the residual sum of squares from the alternative or test models.
Based on the first and second derivatives of the three schemes, the successive steps with the same parametric configuration in the pipeline of Figure 1 were applied to extract the IPCs.
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As a result of alternating h r, h s and the abridging parameter, the framework was run with 64 different parametric configurations for each image of the 100 image BSDS test corpus.
SParSE provides a novel, efficient, event-oriented parameter estimation method for computing parametric configurations that can be readily applied to any stochastic systems obeying chemical master equation (CME).
Our results suggest that by fine-tuning the levels of YegE and YhjH the cells maintain parametric configurations, which generate bistable behaviour.
Within the framework of our model, we assume that the feasibility of given dynamical behaviour (transient response) is heavily dependent on the number of exclusive, parametric configurations necessary for the realization of this behaviour.
Parametric modeling and configuration design methods are key technologies for mass customization in manufacturing.
The overall methodology used for WTW analysis of sorghum-based ethanol pathways can be divided into three main steps: definition of the system boundary of our WTW analysis, as shown in Figure 1; data collection and parametric assumptions; and configuration and expansion of sorghum-based ethanol pathways with GREET.
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