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By using the inference mechanism, an output fuzzy set is obtained from the rules and the input variables.
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The results show: the functions of the gain fuzzy controller based on FPGA are implemented correctly, and the design is effectively simplified, and the real-time performance is improved by using the fuzzy inference lookup table.
As an application, Gao [17] balanced an inverted pendulum by using the uncertain inference control.
The IoC machine, estimating the anesthesia index by using the fuzzy inference algorithm, also shows the EMG bar and burst suppression ration (BSR).
Human metapneumovirus sequences were aligned with the CLUSTALX multiple alignment program (EMBL, Heidelberg, Germany), and analyses were carried out by using the Phylogeny Inference Package (PHYLIP version 3.5c, (J. Felenstein and the University of Washington).
Since a lot of information has been lost during the inference by using the indicator data instead of the original data, so we are concerned whether the indicator CUSUM test is robust to the heavy-tailed sequences; moreover, we may ask: how large is the loss in power in using indicators when the data has a nearly normal distribution?
And then, the inference table is redesigned by using the ANFIS (Adaptive Network-based Fuzzy Inference System) algorithm.
Phylogenetic relationships among the isolates were inferred by using the neighbor-joining algorithm (PHYLIP: Phylogeny Inference Package, version 3.57, University of Washington, Seattle, WA).
Inference engine has a role of controlling the searching knowledge base, executing the rules and tracking the inference process by using the depth-first searching method.
We repeated the inference process by using the data from each data source for the WinDTome creation.
Finally, the multi-step-ahead rainfall forecasting was carried out by using the adaptive network-based fuzzy inference system (ANFIS).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com