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Memory-Type Control Charts Through the Lens of Cost Parameters

Sakthiseswari Ganasan1, You Huay Woon2,*, Zainol Mustafa1, Dadasaheb G. Godase3

1 Pusat Pengajian Sains Matematik, Fakulti Sains dan Teknologi, Universiti Kebangsaan Malaysia, UKM Bangi, Selangor, 43600, Malaysia
2 Pusat GENIUS@Pintar Negara, Universiti Kebangsaan Malaysia, UKM Bangi, Selangor, 43600, Malaysia
3 Shivaji University, Kolhapur, 416004, India

* Corresponding Author: You Huay Woon. Email: email

Intelligent Automation & Soft Computing 2023, 36(1), 1-10. https://doi.org/10.32604/iasc.2023.032062

Abstract

A memory-type control chart utilizes previous information for chart construction. An example of a memory-type chart is an exponentially-weighted moving average (EWMA) control chart. The EWMA control chart is well-known and widely employed by practitioners for monitoring small and moderate process mean shifts. Meanwhile, the EWMA median chart is robust against outliers. In light of this, the economic model of the EWMA and EWMA median control charts are commonly considered. This study aims to investigate the effect of cost parameters on the out-of-control average run length in implementing EWMA and EWMA median control charts. The economic model was used to compute the parameter. The 14 input parameters were identified and the analysis was carried out based on the one-parameter-at-a-time basis. When the input parameters change based on a predetermined percentage, the is affected. According to the results of the EWMA chart, nine input parameters had an effect and five input parameters had no effect on the parameter. Further, only seven of the 14 input parameters had an effect on the ARL1 of the EWMA median chart. However, the effect of each input parameter on the was different. Moreover, the for the EWMA median chart was smaller than the EWMA chart. This analysis is crucial to observe and determine the input parameters that have a significant impact on the of the EMWA and EWMA median control charts. Hence, practitioners can obtain an overview of the influence of the input parameters on the when implementing the EWMA and EWMA median control charts.

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Cite This Article

APA Style
Ganasan, S., Woon, Y.H., Mustafa, Z., Godase, D.G. (2023). Memory-type control charts through the lens of cost parameters. Intelligent Automation & Soft Computing, 36(1), 1-10. https://doi.org/10.32604/iasc.2023.032062
Vancouver Style
Ganasan S, Woon YH, Mustafa Z, Godase DG. Memory-type control charts through the lens of cost parameters. Intell Automat Soft Comput . 2023;36(1):1-10 https://doi.org/10.32604/iasc.2023.032062
IEEE Style
S. Ganasan, Y.H. Woon, Z. Mustafa, and D.G. Godase "Memory-Type Control Charts Through the Lens of Cost Parameters," Intell. Automat. Soft Comput. , vol. 36, no. 1, pp. 1-10. 2023. https://doi.org/10.32604/iasc.2023.032062



cc This work is licensed under a Creative Commons Attribution 4.0 International License , which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
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