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Vestnik of Astrakhan State Technical University. Series: Management, Computer Sciences and Informatics, 2011, Number 2, Pages 37–42
(Mi vagtu121)
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MANAGEMENT AND MODELLING OF TECHNOLOGICAL PROCESSES AND TECHNICAL SYSTEMS
Use of Levenberg–Marquardt algorithm for detection of the parameters of binary pair in Wilson’s, NRTL and UNIQUAC equations
Yu. A. Komissarov, Dam Quang Sang Mendeleev Russian Chemically-Technological University
Abstract:
Levenberg–Marquardt algorithm (LMA) is the most common algorithm for minimizing quadratic deviations. Its advantages are the high rate of calculation and ensuring of convergence in comparison with the Gauss–Newton method and other conjugate gradients methods. The authors used the LMA to find the parameters of binary interaction in the equations of Wilson, NRTL and UNIQUAC using known experimental data of vapor-liquid equilibrium of binary pairs.
Keywords:
mathematical modeling, vapor-liquid equilibrium, Levenberg–Marquardt algorithm.
Received: 25.05.2011
Citation:
Yu. A. Komissarov, Dam Quang Sang, “Use of Levenberg–Marquardt algorithm for detection of the parameters of binary pair in Wilson’s, NRTL and UNIQUAC equations”, Vestn. Astrakhan State Technical Univ. Ser. Management, Computer Sciences and Informatics, 2011, no. 2, 37–42
Linking options:
https://www.mathnet.ru/eng/vagtu121 https://www.mathnet.ru/eng/vagtu/y2011/i2/p37
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