کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
2482198 1556252 2009 7 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Advantages of neurofuzzy logic against conventional experimental design and statistical analysis in studying and developing direct compression formulations
موضوعات مرتبط
علوم پزشکی و سلامت داروسازی، سم شناسی و علوم دارویی اکتشاف دارویی
پیش نمایش صفحه اول مقاله
Advantages of neurofuzzy logic against conventional experimental design and statistical analysis in studying and developing direct compression formulations
چکیده انگلیسی

This study has investigated the utility and potential advantages of an artificial intelligence technology – neurofuzzy logic – as a modeling tool to study direct compression formulations. The modeling performance was compare with traditional statistical analysis. From results it can be stated that the normalized error obtained from neurofuzzy logic was lower. Compared to the multiple regression analysis neurofuzzy logic showed higher accuracy in prediction for the five outputs studied.Rule sets generated by neurofuzzy logic are completely in agreement with the findings based on statistical analysis and advantageously generate understandable and reusable knowledge. Neurofuzzy logic is easy and rapid to apply and outcomes provided knowledge not revealed via statistical analysis.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: European Journal of Pharmaceutical Sciences - Volume 38, Issue 4, 5 November 2009, Pages 325–331
نویسندگان
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