DocumentCode :
3297424
Title :
Research on the Application of Cigarette Tobacco-Group´s Intelligent Aided Design
Author :
Gong, Hui-li ; Hou, Rui-chun ; Ding, Xiang-Qian
Author_Institution :
Coll. of Inf. Sci. & Eng., Ocean Univ. of China, Qingdao
Volume :
1
fYear :
2008
fDate :
18-20 Oct. 2008
Firstpage :
655
Lastpage :
659
Abstract :
Aiming at the shortcoming of subjectivity, high cost and long period in traditional cigarette formula design, the new method based on the genetic algorithm, uniform design method and industry expert knowledge was presented in this paper to search the rational tobacco-group´s formula schemes in complex and huge solution space. In the meanwhile, intelligent evaluation models were established according to the relativity between tobacco-grouppsilas physical-chemical ingredients, sensory-quality indexes and smoke indexes. Through this model, the recommended formula schemes will be evaluated and relatively optimum formula schemes can be obtained. By this process, a man-computer cooperated intelligence-aided formula design can be realized, which overcomes the bottleneck of traditional expert system in knowledge obtaining, and enhances the performance of intelligent system aided by domain expert experience.
Keywords :
CAD/CAM; expert systems; genetic algorithms; tobacco industry; tobacco products; cigarette formula design; cigarette tobacco group; domain expert experience; expert system; genetic algorithm; industry expert knowledge; intelligence-aided formula design; intelligent aided design; intelligent evaluation models; intelligent system aided; sensory-quality indexes; smoke indexes; uniform design method; Algorithm design and analysis; Chemical analysis; Chemical sensors; Cost function; Design methodology; Educational institutions; Genetic algorithms; Information science; Intelligent sensors; Intelligent systems; Cigarette Tobacco-group; Genetic algorithm; Intelligent evaluation models; Uniform design method;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Natural Computation, 2008. ICNC '08. Fourth International Conference on
Conference_Location :
Jinan
Print_ISBN :
978-0-7695-3304-9
Type :
conf
DOI :
10.1109/ICNC.2008.636
Filename :
4666926
Link To Document :
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