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An optimization‐based approach for designing attribute acceptance sampling plans

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TLDR
In this paper, an optimization-based approach is presented to support the design of attribute sampling plans for lot acceptance purposes, with the fraction of non-conforming items being modeled by a Poisson probability distribution function.
Abstract
Purpose – This purpose of this paper is to present an optimization‐based approach to support the design of attribute sampling plans for lot acceptance purposes, with the fraction of non‐conforming items being modeled by a Poisson probability distribution function.Design/methodology/approach – The paper approach stands upon the minimization of the error of the probability of acceptance equalities in the controlled points of the operating curve (OC) with respect to sample size and acceptance number. It was applied to simple and double sampling plans, including several combinations of quality levels required by the producer and the consumer. Formulation of the design of acceptance sampling plans as an optimization problem, having as a goal the minimization of the squared error at the controlled points of the OC curve, and its subsequent solution employing GAMS.Findings – The results are in strong agreement with acceptance sampling plans available in the open literature. The papers approach in some scenarios ...

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Out of the Crisis

TL;DR: Deming's theory of management based on the 14 Points for Management is described in Out of the Crisis, originally published in 1982 as mentioned in this paper, where he explains the principles of management transformation and how to apply them.
Journal Article

An effective decision making method for product acceptance

Chien-Wei Wu, +1 more
- 01 Jan 2008 - 
TL;DR: An effective sampling plan based on process capability index Cpk is introduced to deal with product acceptance determination for low fraction of defectives and can be used to determine the number of required inspection units, the critical acceptance value, and make reliable decisions in product acceptance.
Journal ArticleDOI

A concurrent diagnosis of microbiological food safety output and food safety management system performance: Cases from meat processing industries

TL;DR: The usefulness of a concurrent diagnosis of FSMS performance and FS output using new tools is discussed; illustrated for three meat-processing companies.
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Modeling and Analysis in Marine Big Data: Advances and Challenges

TL;DR: A broad view about marine big data and its management is illustrated, a survey on key methods and models is made, an engineering instance is introduced that demonstrates the management architecture, and the existing challenges are discussed.
Journal ArticleDOI

Inspection error and its effects on single sampling plans with fuzzy parameters

TL;DR: In this paper, an acceptance single sampling plan with inspection errors when the fraction of defective items is a fuzzy number was designed, and the operating characteristics curve of this plan is like a band having high and low bounds, its width depends on the ambiguity of proportion parameter in the lot when the samples size and acceptance numbers are fixed.
References
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Posted Content

Out of the Crisis

TL;DR: Deming's theory of management based on the 14 Points for Management is described in Out of the Crisis, originally published in 1982 as mentioned in this paper, where he explains the principles of management transformation and how to apply them.
Book

Out of the Crisis

TL;DR: Deming's theory of management based on the 14 Points for Management as discussed by the authors was used in the Out of the Crisis, originally published in 1982, to explain the principles of management transformation and how to apply them.
Book

Introduction to Statistical Quality Control

TL;DR: In this article, the authors present a survey of statistical process control and capability analysis techniques for improving the quality of a business process in the modern business environment, using a variety of techniques.
Journal ArticleDOI

GAMS, a user's guide

TL;DR: JuMP is an open-source modeling language that allows users to express a wide range of ideas in an easy-to-use manner.
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