Decision Model of Quality Supervision Six Sigma Project Based on ANFIS and Evidence Theory

DOI

10.2991/icca-16.2016.22How to use a DOI?

Keywords

Quality supervision, Six sigma project decision, ANFIS, Evidence theory

Abstract

In order to effectively improve the implementation effect of quality supervision six sigma project, it is crucial to select an appropriate project. Through combination of six sigma project implementation experience with expert evaluation, an approach is proposed to solve the problem of experts’ insufficient knowledge about candidate projects. While ANFIS is utilized to evaluate some indicators with experience available, some indicators without experience available can be evaluated based on evidence theory. In the end, the results are weighted and aggregated to obtain the comprehensive evaluation results. This approach can effectively address the problem of experts’ insufficient knowledge about candidate six sigma projects at the initial stage of six sigma management. The effectiveness and feasibility of this approach is illustrated with the selection of quality supervision six sigma project for shipbuilding.

Copyright

© 2016, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Jianjun Yang
AU  - Jie Yao
PY  - 2016/01
DA  - 2016/01
TI  - Decision Model of Quality Supervision Six Sigma Project Based on ANFIS and Evidence Theory
BT  - Proceedings of the 2016 International Conference on Intelligent Control and Computer Application
PB  - Atlantis Press
SP  - 94
EP  - 101
SN  - 2352-538X
UR  - https://doi.org/10.2991/icca-16.2016.22
DO  - 10.2991/icca-16.2016.22
ID  - Yang2016/01
ER  -