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JOURNALS // Vestnik of Astrakhan State Technical University. Series: Management, Computer Sciences and Informatics // Archive

Vestn. Astrakhan State Technical Univ. Ser. Management, Computer Sciences and Informatics, 2011 Number 2, Pages 37–42 (Mi vagtu121)

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.

UDC: 519.7:541.12

Received: 25.05.2011



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