Adjusted average time to signal (AATS);
economic design (ED);
economic statistical design (ESD);
genetic algorithm (GA);
Hotelling's T-2 chart;
SVSSI T-2 chart;
Markov chain;
MAINTAIN CURRENT CONTROL;
MARKOV-CHAIN APPROACH;
XBAR-CHARTS;
(X)OVER-BAR CHART;
GENETIC ALGORITHMS;
SIZE;
INTERVALS;
PARAMETERS;
MODEL;
D O I:
10.1080/03610926.2016.1231823
中图分类号:
O21 [概率论与数理统计];
C8 [统计学];
学科分类号:
020208 ;
070103 ;
0714 ;
摘要:
Recent studies have shown that the adaptive T-2 chart with two different sampling interval and three sample sizes (SVSSI) shows a good performance in detecting small to large shifts in the process mean. This paper investigates the economic and economic statistical designs of the SVSSI T-2 charts. We use the Markov chain approach to developing the cost model proposed by Costa and Rahim (Journal of applied statistics 2001; 28: 875-885). A genetic algorithm approach is used to find the optimal solutions. Using numerical examples, we illustrate the performance of the proposed model and compare the statistical, economic, and economic statistical designs of the SVSSI T-2 chart with respect to the economic and statistical criteria. Furthermore, we compare the performance of the SVSSI T-2 chart with the other T-2 control schemes.
机构:
Univ Malaya, Dept Operat & Management Informat Syst, Fac Business & Accountancy, Kuala Lumpur 50603, MalaysiaUniv Malaya, Dept Operat & Management Informat Syst, Fac Business & Accountancy, Kuala Lumpur 50603, Malaysia
Yeong, W. C.
Lim, S. L.
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机构:
Univ Malaya, Inst Math Sci, Fac Sci, Kuala Lumpur 50603, MalaysiaUniv Malaya, Dept Operat & Management Informat Syst, Fac Business & Accountancy, Kuala Lumpur 50603, Malaysia
Lim, S. L.
Khoo, M. B. C.
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机构:
Univ Sains Malaysia, Sch Math Sci, George Town 11800, MalaysiaUniv Malaya, Dept Operat & Management Informat Syst, Fac Business & Accountancy, Kuala Lumpur 50603, Malaysia
Khoo, M. B. C.
Chuah, M. H.
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机构:
Univ Tunku Abdul Rahman, Dept Phys & Math Sci, Fac Sci, Perak 31900, MalaysiaUniv Malaya, Dept Operat & Management Informat Syst, Fac Business & Accountancy, Kuala Lumpur 50603, Malaysia
Chuah, M. H.
Lim, A. X. J.
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机构:
Univ Sains Malaysia, Sch Math Sci, George Town 11800, MalaysiaUniv Malaya, Dept Operat & Management Informat Syst, Fac Business & Accountancy, Kuala Lumpur 50603, Malaysia
机构:
Univ Sains Malaysia, Sch Math Sci, Minden 11800, Penang, MalaysiaUniv Sains Malaysia, Sch Math Sci, Minden 11800, Penang, Malaysia
Ng, Wei Chun
Khoo, Michael B. C.
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机构:
Univ Sains Malaysia, Sch Math Sci, Minden 11800, Penang, MalaysiaUniv Sains Malaysia, Sch Math Sci, Minden 11800, Penang, Malaysia
Khoo, Michael B. C.
Chong, Zhi Lin
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机构:
Univ Tunku Abdul Rahman, Fac Sci, Dept Phys & Math Sci, Kampar 31900, Perak Darul Rid, MalaysiaUniv Sains Malaysia, Sch Math Sci, Minden 11800, Penang, Malaysia