Sentence examples for approximation ability from inspiring English sources
BPNN is a widely used machine learning technique for classification due to its remarkable function approximation ability.
The improvement was mainly due to the RBFN's strong approximation ability and its superior tolerance to experimental noises/uncertainties.
This paper proposes a CMAC-based fuzzy logic controller (FLC) with a fast learning capability and an accurate approximation ability.
Relying on the function approximation ability and fast convergence of RBFNN, the transmission energy efficiency can be maximized given arbitrary external interferences in working band.
By combining adaptive backstepping technique with neural networks approximation ability, an adaptive neural control algorithm is presented for the systems under consideration.
The latter model showed better performance in simulations despite worse approximation ability, which can be attributed to its micromechanically-motivated formulation.
Rule based systems are a powerful and well-studied form of knowledge representation, due to their approximation abilities and interpretability.
The paper deals with investigating approximation abilities of a special class of discrete-time dynamic neural networks.
We selected the ANN architectures that demonstrated the most promising global approximation abilities during the training stage (the M4 model series and M5n) to apply for an independent dataset for the year 2006.
We may recall that polynomial neural networks (including QNU) are attractive due to the reliable theoretical results for their universal approximation abilities according to the Weierstrass theorem and for their generalization power measured by the Vapnik-Chervonenkis (VC) dimension [ 27].
This study was designed as a first approximation of the ability of fly ash and/or biosolids to manage plant-parasitic nematodes through either direct control (via changes in pH, electrical conductivity (EC), metals) or by promoting bacterial, fungal, and non-plant-parasitic nematode activities (indirect control), which act negatively upon plant-parasitic nematode populations.
