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Asghar Seif

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

Research

Title
Evaluation of the economic statistical design of the multivariate T2 control chart with multiple variable sampling intervals scheme: NSGA-II approach
Type
JournalPaper
Keywords
multivariate T2 control chart; multi-objective optimization; economic statistical design; NSGA-II algorithm; variable sampling intervals scheme
Year
2014
Journal JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION
DOI
Researchers Asghar Seif ، alireza Faraz ، Majid sadeghifar

Abstract

The economic and statistical merits of a multiple variable sampling intervals scheme are studied. The problem is formulated as a double-objective optimization problem with the adjusted average time to signal as the statistical objective and the expected cost per hour as the economic objective. Bai and Lee’s [An economic design of variable sampling interval ¯X control charts. Int J Prod Econ. 1998;54:57–64] economic model is considered. Then we find the Pareto-optimal designs in which the two objectives are minimized simultaneously by using the non-dominated sorting genetic algorithm. Through an illustrative example, the advantages of the proposed approach are shown by providing a list of viable optimal solutions and graphical representations, which indicate the advantage of flexibility and adaptability of our approach. Keywords: multivariate T2 control chart; multi-objective optimization; economic statistical design;