Open AccessIMPLEMENTATION OF ALGORITHMS BASED ON ENSEMBLES OF ADJOINT FUNCTIONS FOR PROCESSING MONITORING DATA
Author(s) -
Alexey Penenko
Publication year - 2019
Publication title -
interèkspo geo-sibirʹ
Language(s) - English
Resource type - Journals
ISSN - 2618-981X
DOI - 10.33764/2618-981x-2019-4-1-121-125
Subject(s) - computer science , inverse problem , algorithm , range (aeronautics) , data processing , basis (linear algebra) , transformation (genetics) , advection , inverse , image processing , diffusion , mathematics , image (mathematics) , artificial intelligence , engineering , geometry , mathematical analysis , biochemistry , chemistry , physics , thermodynamics , gene , aerospace engineering , operating system
On the basis of the approach with the use of ensembles of solutions of adjoint equations, it is possible to solve a wide range of inverse modeling problems in a uniform way with the processing of monitoring data of various types, including is situ measurement data and image-type data. The corresponding computational system is implemented within the object-oriented approach. The article provides a brief description of the main components of the system developed for solving inverse problems for advection-diffusion-reaction models. Such problems arise, for example, when studying the processes of transport and transformation of impurities in the atmosphere and the processes of development of the living systems.