Optimization of univariate and multivariate exponentially weighted moving-average control charts using genetic algorithms

DOI10.1016/S0305-0548(03)00099-6zbMath1108.62337OpenAlexW2026066032MaRDI QIDQ1883894

J. Carlos García-Díaz, Francisco Aparisi

Publication date: 14 October 2004

Published in: Computers \& Operations Research (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/s0305-0548(03)00099-6

zbMATH Keywords

Genetic algorithmsStatistical process controlOptimizationEWMA and MEWMA charts

Mathematics Subject Classification ID

Software, source code, etc. for problems pertaining to statistics (62-04) Applications of statistics in engineering and industry; control charts (62P30) Approximation methods and heuristics in mathematical programming (90C59)

Related Items (13)

Optimisation of a set of or principal components control charts using genetic algorithms ⋮ Synthetic-\(\bar X\) control charts optimized for in-control and out-of-control regions ⋮ Online control by attributes in the presence of classification errors with variable inspection interval ⋮ Adaptive sampling enhancement for Hotelling's \(T^{2}\) charts ⋮ Design and optimization of EWMA control charts for in-control, indifference, and out-of-control regions ⋮ Hotelling's \(T^{2}\) charts with variable sample size and control limit ⋮ An analysis of online quality control by attributes with an imperfect classification system and inspections with samples of size n ⋮ A modified economic-statistical design of the T²control chart with variable sample sizes and control limits ⋮ The economic design of multivariate binomial EWMA VSSI control charts ⋮ Economic and economic statistical design ofT²control chart with two adaptive sample sizes ⋮ A gradient approach to efficient design and analysis of multivariate EWMA control charts ⋮ The Design and Performance of the Multivariate Synthetic-T²Control Chart ⋮ Joint statistical design of double sampling \(\bar X\) and \(s\) charts

Cites Work

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• A double-integral equation for the average run length of a multivariate exponentially weighted moving average control chart
• Exact Results for Shewhart Control Charts with Supplementary Runs Rules
• Multivariate Generalizations of Cumulative Sum Quality-Control Schemes
• A Multivariate Exponentially Weighted Moving Average Control Chart
• Hotelling's T²control chart with adaptive sample sizes
• A Markov Chain Model for the Multivariate Exponentially Weighted Moving Averages Control Chart
• Hotelling's T²control chart with variable sampling intervals
• An integral equation for the in-control average run length of a multivariate exponentially weighted moving average control chart

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