Titlebook: Artificial Intelligence and Soft Computing; 15th International C Leszek Rutkowski,Marcin Korytkowski,Jacek M. Zurad Conference proceedings

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Single Layer Feedforward Networks Construction Based on Orthogonal Least Square and Particle Swarm Oression problems. The paper presents a new OLS-PSO constructive algorithm based on Orthogonal Least Square (OLS) method and Particle Swarm Optimization (PSO) algorithm. Instead of evaluating the orthogonal components of each neuron as the conventional OLS method, a new recursive formulation is deriv

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Uncertainty Measurement for the Interval Type-2 Fuzzy Setlength of the type-reduced set as a measure of the uncertainty in an interval set. Greenfield and John argue that the volume under the surface of the type-2 fuzzy set is a measure of the uncertainty relating to the set. For an interval type-2 fuzzy set, the volume measure is equivalent to the area o

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https://doi.org/10.1007/978-3-658-28770-2This paper presents application of Givens rotations in the process of learning feedforward artificial neural network. This approach is based on QR decomposition. The paper describes mathematical background that needs to be considered during the application of the Givens rotations. The paper concludes with results of example simulations.

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