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Asghar Seif

Academic rank: Associate Professor
ORCID:
Education: PhD.
ScopusId: 53164719100
HIndex:
Faculty: Faculty of Science
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Phone:

Research

Title
A modified economic-statistical design of the T2 control chart with variable sample sizes and control limits
Type
JournalPaper
Keywords
Hotelling’s T2 control chart; economic-statistical design (ESD); Markov chain; genetic algorithm (GA); variable sampling size and control limits (VSSC) scheme
Year
2011
Journal JOURNAL OF APPLIED STATISTICS
DOI
Researchers Asghar Seif ، alireza Faraz ، Cédric Heuchenne ، Erwin Saniga ، Mohammad Bameni Moghadam

Abstract

Recent studies have shown that using variable sampling size and control limits (VSSC) schemes result in charts with more statistical power than variable sampling size (VSS) when detecting small to moderate shifts in the process mean vector. This paper presents an economic-statistical design (ESD) of the VSSC T2 control chart using the general model of Lorenzen and Vance [22]. The genetic algorithm approach is then employed to search for the optimal values of the six test parameters of the chart. We then compare the expected cost per unit of time of the optimally designed VSSC chart with optimally designed VSS and FRS (fixed ratio sampling) T2 charts as well as MEWMA charts.