Year: 2023
Type: article
Abstract: The article describes an algorithm for recurrent hierarchical identification of a regression model for the diffusion stage temperature mode in sugar production based on the trichotomy of residuals of intermediate models (L-algorithm). The algorithm uses a scheme that makes it possible to develop a neighborhood model while identifying the hierarchical partitioning of input data. This algorithm makes it possible to improve the approximation quality of some initial analytical model based on the analysis of its residuals and subsequent recurrent identification of additional terms corresponding to the hierarchical partitioning of the domain of model input definition (input tuples).
Source: Vestnik LSTU
Author: A.P. SHCHERBAKOV
Language: English
Subfield: Control and Systems Engineering
Field: Engineering
Domain: Physical Sciences
Open Access status: bronze
OpenAlex ID: W4403232467