Modified Artificial Bee Colony Algorithm for Identification of a Discrete Model of Atmospheric Pollution Dynamics by Nitrogen Dioxide
Mykola Dyvak, Natalia Porplytsya · 2020 IEEE 15th International Conference on Advanced Trends in Radioelectronics, Telecommunications and Computer Engineering (TCSET) · 2020
The existing environmental monitoring systems of cities control the concentration of nitrogen dioxide in the ground-layer of atmosphere. The measurement results are complemented by mathematical modeling. In these cases, the mathematical model is formulated in the form of differential equations, the solution of which is the dynamics of pollution, depending on the motor vehicles traffic intensity. It has been proposed to use an inductive approach to construct such models in the article. To solve the problem of structural identification, a modified algorithm of the bee colony is proposed and substantiated.