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Titlebook: Neural Networks and Learning Algorithms in MATLAB; Ardashir Mohammadazadeh,Mohammad Hosein Sabzalian, Book 2022 The Editor(s) (if applicab

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Neural Networks Training Based on Genetic Algorithm,The genetic algorithm (GA) is a computer science search technique for estimating solutions and solving problems. A genetic algorithm is a subset of an evolution algorithm that employs biological techniques such as inheritance and mutation.
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Neural Network Training Based on UKF,tions.and ., are highly nonlinear [.]. This is due to an increase in covariance during the linearization of the nonlinear model. To collecta minimal sample set of points around the mean, the Unscented Kalman filter employs a definite sampling method known asUnscented Transform. These points are then
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Designing Neural-Fuzzy PID Controller Through Multiobjective Optimization,–derivative, each of which has its gains. If these gains are properly selected, they can obtain the proper solution from the system under control; however, if they are not properly selected, they lead to poor system performance and, as a result, to instability.
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rded as a powerful analytical approach. Even if it is - of course - not the "ultimate method". After three decades of development, the instrumentation and the methodology are available to apply solid sampling successfully for the analysis of almost every material. Moreover, several tasks cannot be s
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Ardashir Mohammadzadeh,Mohammad Hosein Sabzalian,Oscar Castillo,Rathinasamy Sakthivel,Fayez F. M. El the observer’s point of view. Limitations caused by the available apparatus are discussed together with those following our location in the Milky Way Two possible methods of DIB identification are proposed. One of them requires very high S/N spectra in a very broad range of wavelengths which may al
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