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The architecture of the modular neural network and the structure of the fuzzy system (for response integration) are designed using genetic algorithms.
Open image in new window Fig. 11 FRF for nonlinear (α = 0.5) system for response (d Cx ) threshold level 3σ0 to WN excitation with spectral intensity S x = S y = 1 m2/s3, without considering rotational component (WRC) and with considering this component with different scales.
Open image in new window Fig. 10 FRF of linear system for response (d Cx ), excitation is white noise with spectral intensity S x = S y = 1 m2/s3 without considering rotational component (WRC) and with considering this component with different scales.
Open image in new window Fig. 3 FRF for linear and nonlinear (α = 0.1) system for response d Cx to WN excitation with different yielding surface n ^ and threshold level of 3 σ 0 and t n = 10 s for WN excitation.
In the case of optimization of the fuzzy system for response integration, the genetic algorithm not only adjusts the number of membership functions and rules, but also allows the variation on the type of logic (type-1 or type-2) and the change in the inference model (switching to Mamdani model or Sugeno model).
In an excellent study, Clarke et al. show that murein fragments from the peptidoglycan layer of bacteria prime the host immune system for response against the pathogens through the Nod1 signaling pathway [19].
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We proposed that noradrenaline plays a crucial role in regulating the neurocognitive systems for response inhibition in the context of PD, based on preclinical evidence from animal and human studies.
Two-component system genes for response to antimicrobial peptides, outer membrane stress, and trimethylamine N-oxide (TMAO) were enriched in both RYGB and VBG compared to OBS microbiomes.
Coupled with dynamic supply pricing strategies, a comprehensive system for demand response (DR) exist.
A water pollution management system for emergency response (WPMS_ER) was therefore designed for the management of pollution in this area.
Since cyanobacteria often face changes in the surrounding environment, they need to have a well working system for stress response.
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