List of publications on a keyword: «neighborhood model»


Технические науки

Publication date: 05.04.2017
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Sedykh Irina Aleksandrovna , candidate of physical and mathematical sciences , доцент
Smetannikova Anastasia Mikhailovna , студентка
FSBEI of HE "Lipetsk State Tecnical University" , Липецкая обл

«Parametric identification of neighborhood model using genetic algorithm and pseudo-inversion»

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The article presents the definition of dynamic linear neighborhood models. An algorithm for finding optimal solutions using genetic algorithm has been describes. Solution of system of linear equations is reduced to the problem of optimization. It shows the example parametric identification of neighborhood model, consisting of three parcels, as a solution to the system of linear equations with the use of a genetic algorithm and the pseudo-inversion. The authors calculated RMS and average absolute errors for model identification using genetic algorithm and the pseudo-inversion. On the basis of the developed system the researchers verified the modeling results and determined the optimal method of identifying neighborhood model.