التفاصيل البيبلوغرافية
| العنوان: |
Consumer's perceptual needs clustering based on DSM and GA. (English) |
| المؤلفون: |
YANG Yan-pu, YU Sui-huai, CHEN Deng-kai, LI Bo, QI Bin |
| المصدر: |
Application Research of Computers / Jisuanji Yingyong Yanjiu; Jan2014, Vol. 31 Issue 1, p55-58, 4p |
| مصطلحات موضوعية: |
CONSUMERS, SENSORY perception, CLUSTER analysis (Statistics), CHROMOSOMES, SCOOTERS, GENETIC engineering |
| مستخلص: |
To reduce the complexity of consumer's perceptual needs, this paper proposed a clustering method based on DSM and GA. By analyzing the characteristics of consumer's perceptual needs, it constructed the DSM model for perceptual needs clustering by transforming the ranks of matrix elements. Based on encoding chromosome of the DSM model, it built the fitness function to find the optimal clustering scheme of consumer's perceptual needs through genetic manipulation. Finally, it validated the method by an example of consumer's perceptual needs clustering of electric scooter. The results show that this method can improve the efficiency and level of consumer's perceptual needs clustering. [ABSTRACT FROM AUTHOR] |
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| قاعدة البيانات: |
Complementary Index |
