Open AccessOptimization algorithms for the conditions of complex catalytic reactions
Author(s) -
К. Ф. Коледина,
С. Н. Коледин
Publication year - 2019
Publication title -
journal of physics. conference series
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.21
H-Index - 85
eISSN - 1742-6596
pISSN - 1742-6588
DOI - 10.1088/1742-6596/1368/4/042017
Subject(s) - computer science , mathematical optimization , optimization problem , inverse , inverse problem , optimization algorithm , algorithm , mathematics , mathematical analysis , geometry
A procedure was developed for the investigation of complex catalytic reactions using optimization algorithms. The first stage is a solution of the inverse problem of chemical kinetics involving the recovery of unknown parameters by single-objective optimization algorithms. In the second stage, based on the kinetic model, we solved the problem of determining the optimal conditions for the reaction resorting to multi-objective optimization algorithms. Parallelization models of computing for solving the multi-objective optimization problem are considered.