An optimization model for quality improvement investment decisions considering learning and forgetting curve

机译：考虑学习和遗忘曲线的质量改进投资决策的优化模型

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Continous quality improvement is one of the keys to win the market competition. A product with high quality at competitive price will attract the customers to purchase. One way to maintain the quality improvement is by reducing product variance. In this paper, a quality improvement optimization model is developed to determine optimal investment allocation to certain component process by considering learning and forgetting curve. Maximum return on investment is the objective function of this model. Exponential learning investment function is used in this paper with taking into consideration the forgetting as the result of interruption. The model implementation will showed by numerical example and solved using Oracle Crystal Ball software.

机译：持续不断的质量改进是赢得市场竞争的关键之一。具有竞争力价格的高质量产品将吸引客户购买。保持质量改进的一种方法是减少产品差异。本文提出了一种质量改进优化模型，通过考虑学习和遗忘曲线来确定特定组件过程的最佳投资分配。最大的投资回报率是该模型的目标功能。考虑到由于中断而导致的遗忘，本文采用指数学习投资函数。该模型的实现将通过数值示例显示，并使用Oracle Crystal Ball软件进行求解。

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《IEEE International Conference on Industrial Engineering and Engineering Management》|2017年|1301-1305|共5页
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M. A. Pratama; C.N. Rosyidi; E. Pujiyanto;
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Investment; Companies; Mathematical model; Manufacturing; Production; Resource management; Outsourcing;

机译：投资;公司;数学模型;制造;生产;资源管理;外包;

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1. Two stages optimization model on make or buy analysis and quality improvement considering learning and forgetting curve [J] . Mega Aria Pratama, Cucuk Nur Rosyidi, Eko Pujiyanto Journal of Industrial Engineering and Management . 2018,第4期

机译：考虑学习和遗忘曲线的制造或购买分析和质量改进的两阶段优化模型
2. Quality Insights: Learning, forgetting, and relearning quality: a half-life learning curve modelling approach [J] . Adedeji B. Badiru International Journal of Quality Engineering and Technology . 2015,第1期

机译：质量见解：学习，忘记和重新学习质量：半衰期学习曲线建模方法
3. How can learning-by-doing improve decisions in stormwater management? A Bayesian-based optimization model for planning urban green infrastructure investments [J] . Hung Fengwei, Hobbs Benjamin F. Environmental Modelling & Software . 2019,第MARa期

机译：边做边学如何改善雨水管理决策？基于贝叶斯的优化模型，用于规划城市绿色基础设施投资
4. An optimization model for quality improvement investment decisions considering learning and forgetting curve [C] . M. A. Pratama, C.N. Rosyidi, E. Pujiyanto IEEE International Conference on Industrial Engineering and Engineering Management . 2017

机译：考虑学习和遗忘曲线的质量改进投资决策优化模型
5. Cost/benefit models for investments in quality improvements. [D] . Lee, Hsu-Hua (Tim). 2001

机译：用于质量改进投资的成本/收益模型。
6. A Comparison of a Machine Learning Model with EuroSCORE II in Predicting Mortality after Elective Cardiac Surgery: A Decision Curve Analysis [O] . Jérôme Allyn, Nicolas Allou, Pascal Augustin, -1

机译：与EuroSCORE II的机器学习模型在择期心脏手术后死亡率预测中的比较：决策曲线分析
7. Two stages optimization model on make or buy analysis and quality improvement considering learning and forgetting curve [O] . Mega Aria Pratama, Cucuk Nur Rosyidi, Eko Pujiyanto 2018

机译：考虑学习和遗忘曲线的制作或购买分析和质量改进的两个阶段优化模型
8. The Impact of a Learn-Forget-Learn (LFL) Curve and Learning Curves on A System Effectiveness Model. [R] . beauchamp,dwight edward 1978

机译：学习忘记学习（LFL）曲线和学习曲线对系统效能模型的影响。

An optimization model for quality improvement investment decisions considering learning and forgetting curve

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