Identification of CTQs for Complex Products Based on Mutual Information and Improved Gravitational Search Algorithm
Joint Authors
Niu, Zhanwen
Wang, Huaqiang
Liang, Lijun
He, Zhen
Source
Mathematical Problems in Engineering
Issue
Vol. 2015, Issue 2015 (31 Dec. 2015), pp.1-6, 6 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2015-01-19
Country of Publication
Egypt
No. of Pages
6
Main Subjects
Abstract EN
The identification of CTQs for complex products is the first step to implement quality control.
To improve the efficiency and accuracy of CTQs identification, we propose a novel hybrid approach based on mutual information and improved gravitational search algorithm, which has advantages of filter and wrapper.
At first, the information relevance and redundancy are measured by mutual information.
Then, the improved gravitational search algorithm is used to search the CTQs.
Experimentation is carried out using 2 UCI data sets, and the classification capability of CTQs is tested by SVM and tenfold cross validation.
The results show that the presented method is verified to be effective and practically applicable.
American Psychological Association (APA)
Wang, Huaqiang& Liang, Lijun& Niu, Zhanwen& He, Zhen. 2015. Identification of CTQs for Complex Products Based on Mutual Information and Improved Gravitational Search Algorithm. Mathematical Problems in Engineering،Vol. 2015, no. 2015, pp.1-6.
https://search.emarefa.net/detail/BIM-1074674
Modern Language Association (MLA)
Wang, Huaqiang…[et al.]. Identification of CTQs for Complex Products Based on Mutual Information and Improved Gravitational Search Algorithm. Mathematical Problems in Engineering No. 2015 (2015), pp.1-6.
https://search.emarefa.net/detail/BIM-1074674
American Medical Association (AMA)
Wang, Huaqiang& Liang, Lijun& Niu, Zhanwen& He, Zhen. Identification of CTQs for Complex Products Based on Mutual Information and Improved Gravitational Search Algorithm. Mathematical Problems in Engineering. 2015. Vol. 2015, no. 2015, pp.1-6.
https://search.emarefa.net/detail/BIM-1074674
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1074674