Features of Artificial Bee Colony Based Algorithm Realization for Parametric Identification Method of the Interval Discrete Dynamic Models
Yevhen Kedrin, Mykola Dyvak, Andriy Pukas, Iryna Voytyuk, Yurii Maslyiak, Oleksandr Papa
Abstract
This paper describes a method of parametric identification of the interval discrete dynamic models based on artificial bee colony algorithm. Realization of the proposed method is shown in the flowcharts of the main processes. The method efficiency has been proved based by computational experiments for two tasks of environmental monitoring and microbiological fermentation process modeling.
Topics & Concepts
Realization (probability)FlowchartArtificial bee colony algorithmParametric statisticsInterval (graph theory)Computer scienceIdentification (biology)Parametric modelProcess (computing)AlgorithmArtificial intelligenceMathematical optimizationMathematicsCombinatoricsBiologyOperating systemBotanyStatisticsProgramming languageStatistical and Computational ModelingFault Detection and Control SystemsAdvanced Control Systems Optimization