Open AccessSearch for the optimal temperature regime for the synthesis of benzylidenebenzylamine based on genetic algorithms
Author(s) -
E. V. Antipina,
Светлана Мустафина,
A. F. Antipin,
Е. С. Подвальный
Publication year - 2020
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 - 10.1088/1742-6596/1479/1/012101
Subject(s) - genetic algorithm , optimal control , process (computing) , mathematical optimization , algorithm , computer science , yield (engineering) , genetic programming , optimal design , reagent , mathematics , chemistry , materials science , artificial intelligence , machine learning , metallurgy , operating system
The article is devoted to the creation of an algorithm for finding the optimal temperature regime of a chemical reaction based on evolutionary calculations. The problem of optimal control for a chemical process is formulated in a general way. A genetic algorithm for solving the problem is described. A computational experiment was carried out for the synthesis reaction of benzylidenebenzylamine in order to obtain the maximum yield of the product during the reaction. The optimum temperature profile and the optimal concentration of reagents were obtained. Based on the formulated genetic algorithm, a program was developed in the visual programming environment Delphi, which allows finding the optimal temperature profile of the chemical process.