2002Journal of Zhejiang University(Sciences Edition)Requires access

Application of artificial neural network to simultaneous determination of four B-group vitamins

He Chi

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Abstract

By means of artificial neural network and the Levenberg Marquardt back propagation train algorithm, the multicomponents of vitamin B 1,B 2,B 6 and nicotinamide were determined simultaneously, though their spectra are overlapped. The mean recovery of vitamin B 1,B 2,B 6 and nicotinamide were 100%,98%,96% and 100% respectively.The method has been applied to the determination of vitamin B compound tablets with satisfactory results. The results were better than those of other networks in terms of training speed and the accuracy. In conclusion ,the new network spectrophotometry is a good choice for resolving multicomponent.

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What this paper is about

By means of artificial neural network and the Levenberg Marquardt back propagation train algorithm, the multicomponents of vitamin B 1,B 2,B 6 and nicotinamide were determined simultaneously, though their spectra are overlapped. The mean recovery of vitamin B 1,B 2,B 6 and nicotinamide were 100%,98%,96% and 100% respectively.The method has been applied to the determination of vitamin B compound tablets with satisfactory results. The results were better than those of other networks in terms of training speed and the accuracy. In conclusion ,the new network spectrophotometry is a good choice for resolving multicomponent.

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Available abstract

By means of artificial neural network and the Levenberg Marquardt back propagation train algorithm, the multicomponents of vitamin B 1,B 2,B 6 and nicotinamide were determined simultaneously, though their spectra are overlapped. The mean recovery of vitamin B 1,B 2,B 6 and nicotinamide were 100%,98%,96% and 100% respectively.The method has been applied to the determination of vitamin B compound tablets with satisfactory results. The results were better than those of other networks in terms of training speed and the accuracy. In conclusion ,the new network spectrophotometry is a good choice for resolving multicomponent.

Key concepts: Vitamin b, Nicotinamide, Artificial neural network, B vitamins, Backpropagation, Vitamin b complex, Vitamin, Chemistry

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