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37.818  Articles
1 of 3.783 pages  |  10  records  |  more records»
In the present paper, a computational systematic procedure for isothermal Reactor Network Synthesis (RNS) is presented. A superstructure of ideal CSTR and PFR reactors is proposed and the model is formulated as a constrained Nonlinear Programming (NLP) pr... see more

Context. The problem of automation synthesis of artificial neural networks for further use in diagnosing, forecasting and patternrecognition is solved. The object of the study was the process of synthesis of ANN using a modified genetic algorithm.Objectiv... see more

Methyl methacrylate (MMA) production in an exothermic batch reactor provides a challenging problem for studying its dynamics behavior and temperature control. This work presents a neural network forward model (NN) to predict a concentration of methyl meth... see more

The article presents the structural-parametric synthesis of an ensemble of neural networks of various architectures based on their individual contribution. Topologies and learning algorithms for each classifier are considered. It is described the algorith... see more

Urgent problemof automation of radial basis neural network synthesis based on a set of precedents for decision-making in the diagnosis issolved in the paper. The method for the synthesis of radial basis neural network is proposed. It forms at the beginnin... see more

Microwave energy has been in use for many applications for more than 50 years, from communication, food processing, and wood drying to chemical reactions and medical therapy. The areas, where microwave technology is applied, include drying, calcination, d... see more

The problem of construction of deep neural networks with the use of genetic algorithms is considered. The problem of structural-parametric synthesis with creation of neural networks is defined. The main purpose of the study is to find a deep neural networ... see more

It is considered the problem of structural-parametric synthesis of a hybrid neural networks based on the use of Group Method of Data Handling neural network. Hybridization is achieved through the use of various neurons: classical, nonlinearAdaline, R-neur... see more

The problem of structural-parametric synthesis of hybrid neural network based on the use of multilayer perceptron topology is considered. Hybridization is achieved through the use of artificial neurons of different types, namely Q-neuron, W-neuron and cla... see more

1 of 3.783 pages  |  10  records  |  more records»