Title :
A novel medicine-quality-estimation technology based on intelligent algorithms supported by optimized Grid-computing
Author :
Shen, Jinhui ; Shao, Minggang ; Yang, Fang ; Zhu, Yuelian ; Zhang, Gang
Author_Institution :
Biochem. Eng. Coll., Beijing Union Univ., Beijing, China
Abstract :
Medicine-product-quality-estimation (MPQE) is a key stage of medicine services and manages. Especially, the Chinese medicine products consist complicated compositions from a variety of different natural arias and provided by different local manufactories. In the total MPQE process, an full computer-execution-process of MPQE including two intelligent algorithms, namely a specially composed Genetic-algorithm (GA) used in first step and a fuzzy-reformed BP-neural-network used in second step, supported by Grid-computing system which is optimally equipped by workflow-engine (WEEP), is developed by the cooperation of CEFSP 200805# (Chinese Education Foundation Science Project, Number 5) and CAD-grid 2# (China-Austria-Grid-Computing-Cooperation-Project, Number 2), proposed in this paper.
Keywords :
backpropagation; computer aided analysis; genetic algorithms; grid computing; medicine; quality management; Chinese medicine product; computer execution process; fuzzy reformed BP neural network; genetic algorithm; intelligent algorithm; medicine quality estimation technology; optimized grid computing; Arrays; Biomedical imaging; Computers; Estimation; Fingerprint recognition; Gallium; BP neural network; Fingerprint spectrum analysis; Genetic algorithm; Grid computing; Medicine produce quality estimation;
Conference_Titel :
Image and Signal Processing (CISP), 2010 3rd International Congress on
Conference_Location :
Yantai
Print_ISBN :
978-1-4244-6513-2
DOI :
10.1109/CISP.2010.5648198
