Title :
Economic Design of EWMA Standard Deviation Charts Using Variable Sampling Policy
Author :
Xue, Li ; Liu, Yumin ; Xu, Jichao
Author_Institution :
Manage. Sch., Northwestern Polytech. Univ., Xi´´an, China
Abstract :
In order to reduce the cost of the production cycle, the economic design of EWMA standard deviation charts with variable sampling interval (VSI) is discussed in this paper. First, the optimal values of the test parameters for the VSI EWMA standard deviation charts will be determined such that the expected total cost is minimized. Further, the genetic algorithms (GA) will be used to search for the optimal values of parameters of the VSI EWMA standard deviation chart, and an example is provided to illustrate the solution procedure. Finally, a sensitivity analysis is carried out to economic modal and the effect of model parameters on the solution of the economic design is obtained.
Keywords :
control charts; economics; genetic algorithms; moving average processes; sampling methods; EWMA standard deviation charts; economic design; exponentially weighted moving average charts; genetic algorithms; variable sampling policy; Analytical models; Biological system modeling; Control charts; Economics; Process control; Sensitivity analysis;
Conference_Titel :
Internet Technology and Applications, 2010 International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-5142-5
Electronic_ISBN :
978-1-4244-5143-2
DOI :
10.1109/ITAPP.2010.5566631