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Markov Chain을 이용한 국내 폐차발생량 예측A Study on the Forecasting of the Number of End of Life Vehicles in Korea using Markov Chain

Other Titles
A Study on the Forecasting of the Number of End of Life Vehicles in Korea using Markov Chain
Authors
이은아최회련이홍철
Issue Date
2012
Publisher
대한산업공학회
Keywords
ELVs(End of Life Vehicles); Markov Chain; Forecasting; Transition Probability Matrix; Time Series Analysis
Citation
대한산업공학회지, v.38, no.3, pp.208 - 219
Indexed
KCI
Journal Title
대한산업공학회지
Volume
38
Number
3
Start Page
208
End Page
219
URI
https://scholar.korea.ac.kr/handle/2021.sw.korea/110372
ISSN
1225-0988
Abstract
As the number of end-of-life vehicles (ELVs) has kept increasing, the management of ELV has also become one of the academic research focuses and European Union recently adopted the directive on ELVs. For the stakeholders has become a principle agent of dealing with all about ELVs, it is relevant investment decision to set up and to decide high-cost ELVs entity locations and to forecast future ELVs’ amount in advance. In this paper, transition probability matrixes between months are made by using Markov Chain and the number of ELVs is predicted with them. This study will perform a great role as a fundamental material in Korea where just started having interests about recycling resources and studies related to the topic. Moreover, the forecasting method developed for this research can be adopted for other enhancements in different but comparable situations.
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공과대학 (산업경영공학부)
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