Search for the optimal temperature regime for the synthesis of benzylidenebenzylamine based on genetic algorithms

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....

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Vydáno v:Journal of physics. Conference series Ročník 1479; číslo 1; s. 12101 - 12110
Hlavní autoři: Antipina, E V, Mustafina, S A, Antipin, A F, Podval'nyi, E S
Médium: Journal Article
Jazyk:angličtina
Vydáno: Bristol IOP Publishing 01.03.2020
Témata:
Chemical reactions
Chemical synthesis
Genetic algorithms
Optimal control
Optimization
Physics
Programming environments
Reagents
Temperature profiles
ISSN:1742-6588, 1742-6596
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Shrnutí: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.
Bibliografie:ObjectType-Article-1
SourceType-Scholarly Journals-1
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ISSN:1742-6588
1742-6596
DOI:10.1088/1742-6596/1479/1/012101