Advance in research on data processing methods of optimizing drug preparation process
- Author:
Ying-Qiu TU
1
Author Information
- Publication Type:Journal Article
- Keywords: Analysis of variance-comprehensive weighted of multi-index; Artificial neural network; Multi-dimensional space area of a triangle method; Multiple regression analysis-response surface methodology
- From: Chinese Pharmaceutical Journal 2013;48(16):1333-1337
- CountryChina
- Language:Chinese
- Abstract: OBJECTIVE: To summarize the advance in research on a variety of data processing methods of optimizing drug preparation process. METHODS: On the basis of data processing methods of single index, this paper compares, analyzes and summarizes a variety of data processing methods in relevant literature. RESULTS: Multiple indicator data processing method, such as analysis of variance-comprehensive weighted of multi-index, multiple regression analysis-response surface methodology, artificial neural network, and multi-dimensional space triangle area, has been widely used in the optimization of drug preparation process in a certain scope. CONCLUSION: Analysis of variance-comprehensive weighted of multi-index, multiple regression analysis-response surface methodology, artificial neural networks, and multidimensional spatial triangular area can reveal the principles among multi-factors of multi-levels, thus can provide reference for optimizing drug preparation technology.
