APPLICATION OF GENETIC ALGORITHM TO DETERMINE KINETIC PARAMETERS OF FREE RADICAL POLYMERIZATION OF VINYL ACETATE BY MULTI-OBJECTIVE OPTIMIZATION TECHNIQUE

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SADI M.; DABIR B.

مرکز اطلاعات علمی Scientific Information Database (SID) - Trusted Source for Research and Academic Resources

Journal Paper

Paper Information

Journal: Iranian Journal of Chemistry and Chemical Engineering Year:2007 | Volume:26 | Issue:4 Page(s): 29-37

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Title

APPLICATION OF GENETIC ALGORITHM TO DETERMINE KINETIC PARAMETERS OF FREE RADICAL POLYMERIZATION OF VINYL ACETATE BY MULTI-OBJECTIVE OPTIMIZATION TECHNIQUE

Author(s)

SADI M. | DABIR B. | Issue Writer Certificate

Keywords

GENETIC ALGORITHM

MULTI-OBJECTIVE OPTIMIZATION

POLYMERIZATION

MATHEMATICAL MODELING

Abstract

A MULTI-OBJECTIVE OPTIMIZATION procedure has been developed to determine some kinetic parameters of free radical POLYMERIZATION of vinyl acetate based on GENETIC ALGORITHM. For this purpose, MATHEMATICAL MODELING of free radical POLYMERIZATION of vinyl acetate is carried out first and then selected kinetic parameters are optimized by minimizing objective functions defined from comparing experimental data and MATHEMATICAL MODELING outcomes. A ranking procedure is applied to classification of solutions, and a Pareto optimal set filter is used to preserve the non-dominated solutions on the basis of Pareto optimality definition. Results show by this optimization technique, kinetic parameters are calculated in reasonable time and computational costs near the global optimum without scalarization of objective functions into a single objective function.

Cites

RAPID AND SIMULTANEOUS DETERMINATION OF MONTELUKAST, FEXOFENADINE AND CETIRIZINE USING PARTIAL LEAST SQUARES AND ARTIFICIAL NEURAL NETWORKS MODELING

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APA: Copy

SADI, M., & DABIR, B.. (2007). APPLICATION OF GENETIC ALGORITHM TO DETERMINE KINETIC PARAMETERS OF FREE RADICAL POLYMERIZATION OF VINYL ACETATE BY MULTI-OBJECTIVE OPTIMIZATION TECHNIQUE. IRANIAN JOURNAL OF CHEMISTRY AND CHEMICAL ENGINEERING (IJCCE), 26(4), 29-37. SID. https://sid.ir/paper/547935/en

Vancouver: Copy

SADI M., DABIR B.. APPLICATION OF GENETIC ALGORITHM TO DETERMINE KINETIC PARAMETERS OF FREE RADICAL POLYMERIZATION OF VINYL ACETATE BY MULTI-OBJECTIVE OPTIMIZATION TECHNIQUE. IRANIAN JOURNAL OF CHEMISTRY AND CHEMICAL ENGINEERING (IJCCE)[Internet]. 2007;26(4):29-37. Available from: https://sid.ir/paper/547935/en

IEEE: Copy

M. SADI, and B. DABIR, “APPLICATION OF GENETIC ALGORITHM TO DETERMINE KINETIC PARAMETERS OF FREE RADICAL POLYMERIZATION OF VINYL ACETATE BY MULTI-OBJECTIVE OPTIMIZATION TECHNIQUE,” IRANIAN JOURNAL OF CHEMISTRY AND CHEMICAL ENGINEERING (IJCCE), vol. 26, no. 4, pp. 29–37, 2007, [Online]. Available: https://sid.ir/paper/547935/en

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