Sentence examples for consequent functions from inspiring English sources

The learning algorithms for all antecedent and consequent functions' parameters that have both following and filtering properties are proposed.

The fuzzy model is developed using Gaussian membership functions and consequent functions where the Levenberg Marquardt computational algorithm is employed for the model parameters calculation.

The y i s are called consequent functions of the M rules and defined by: y_{i} ;; = ;;W_{i0} ;; + ;;W_{i1} x_{1} ;; + ;;W_{i2} x_{2} ;; + cdots ; + ;;W_{ip} x_{p} (12 where W ij are the linear weights for the ith rule consequent function.

A special emphasis is placed on advanced issues for improving accuracy and robustness, including a thorough comparison between global and local learning of consequent functions, a novel approach for detecting of and reacting on drifts in the data streams and an enhanced outlier treatment strategy.

Where: m is the number of inputs, r is the number of rules, NMF is the number of membership functions for each rule, c ij is the mean value, σ ij is the variance of each membership function, f k is the consequent part function and P kj represents the scalar coefficients.

Examples of note include characterization of isolated IDPs in solution as collapsed and dynamic species, detailed insight into complex IDP folding landscapes, and new information about how tunable regulation of structure-mediated binding cooperativity and consequent function can be achieved through protein disorder.

Variation affecting disease resistance or sex could act by changing the regulation of gene expression or by leading to modifications of the protein product and consequent function.

Although it is generally thought that HIF-1 is regulated mainly by oxygen tension, there is increasing evidence that a number of nonhypoxic factors also modulate HIF-1 expression and consequent function, for example, growth factors, cytokines and oncogenic signals [ 13, 14].

The fuzzy-based scheme is tuned online using a novel computationally light membership function tuning routine, where the antecedent and consequent membership functions are tuned synchronously.

In Type-2 FLSs antecedent and consequent membership functions are type-2 fuzzy sets, can easily handle rule uncertainties.

The control strategy is developed to facilitate robust property by self-tuning the consequent membership functions of the fuzzy controllers.