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Journal of Engineering and Applied Sciences
Year: 2018  |  Volume: 13  |  Issue: 15  |  Page No.: 6146 - 6150

Modification of a Cluster Analysis Problem for Build the Structure of a Distributed Information-Measuring System

S.P. Vorobyev, D.V. Shaykhutdinov, E.V. Kirievskiy and V.V. Grechikhin    

Abstract: The study shows the necessity and features of the design of distributed information-measuring systems of precision multifunctional measuring complexes. The use of the ethernet family standard is the basic technical solution for building the information level. The formulation of a mathematical model of the structure optimization of a distributed information-measuring system which is reduced to a modified clustering problem is presented. It is proposed to use an approach based on a genetic algorithm to solve the problem. The research of the algorithm is performed by analyzing the modifications of the classical algorithm based on the variable mutation, under which the mutation probability varies depending on the needs of the algorithm. Results of numerical experiments showing the advantage of the proposed formulation of the problem for constructing the architecture of a distributed information-measuring system are presented.

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