• Title/Summary/Keyword: AHP-weight

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A Simulation Study on Dispatching Rule Using Customer Clustering Method (고객 클러스터링 기법을 활용한 할당규칙의 시뮬레이션 연구)

  • Yang, Kwang-Mo;Park, Jae-Hyun;Kang, Kyong-Sik
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.29 no.1
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    • pp.26-33
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    • 2006
  • The potential needs as well as visible needs of customer should be considered in order to research and analyze of the customer data. The methods to analyze customer data is classified into customer segmentation, clustering analysis model, forecasting customer response probability model, analysis of the customer break rate model and new customer analysis model by the purpose. In this study, we developed the CW-CLV (Correlation Weight Customer Lifetime Value)method that used AHP(Analytic Hierarchy Process)rule for enhance the reliability of customer data and quantitative analysis of the customer segmentation, based on CLV(Customer Lifetime Value). We suggest to new variables and methodology from determined CW-CLV coefficients, because all of companies respect to the diversified customers classification and complexity of consumers needs. Finally, we unfolded any company's scheduling added new methodology using simulation and leaded conclusion about the new methodology.

A study on the Evaluation index system of Changjitu's Green Logistics (장길도지역 물류산업의 녹색물류평가지표체계에 대한 연구)

  • Li, Guangzhu;Xiao, Yao;Li, Longzhen
    • Journal of the Korea Safety Management & Science
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    • v.16 no.4
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    • pp.351-358
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    • 2014
  • This study established the evaluation index system of green logistics of Changjitu in Chinarelated to environment, resource, economics and technology. It derived the weight value of indexes by using AHP method analyzing interviews logistics researchers and surveys. Based on the results, the paper described the problems of Changjitu's green logistics and proposed some development suggestions.

A Study on Evaluation Method for Process Safety Measurement (공정 안전측정을 위한 평가기법 연구)

  • Yang Kwang-Mo;Yun Young-Do;Park Jae -Hyun
    • Proceedings of the Safety Management and Science Conference
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    • 2005.05a
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    • pp.45-49
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    • 2005
  • 현대 산업사회의 제조업에서는 생산을 가장 중요시하고 있지만 안전에 관한 의식도 많은 관심의 대상이 되고 있다. 사고예방을 위한 지속적인 노력에 따라 사고 건수는 점차 줄어들고 있으나 치명적인 중대 산업사고는 오히려 증가하여 산업재해로 인한 사망자 수는 줄어들지 않고 있다. 이와 같은 상황에 따라 중대 산업사고를 예방하기 위한 수단으로 공정안전관리제도를 도입하여 시행하고자 하고 있다. 하지만 일반 제조업에서는 화공안전의 경우와 같은 공정안전을 측정하는 방법이 아직 미흡한 실정이다. 따라서 본 연구에서는 제조업의 공정을 안전에 대한 관점에서 분석하고 효율적으로 공정별로 측정하여 관리할 수 있는 기법을 제시하고자 한다. 제안되는 기법은 안전에 대한 항목은 기업의 관리자들을 통한 AHP 가중치를 결정하고 각 공정을 정규화된 행렬을 이용하여 제안하였다.

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A Study on Development of Standard Safety Operation Method Risk Analysis by Weight (가중치 적용에 의한 표준안전 작업방법 위험성평가 개발에 관한 연구)

  • Yang, Kwang-Mo
    • Journal of the Korea Safety Management & Science
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    • v.9 no.1
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    • pp.23-35
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    • 2007
  • Present time there are many risk analysis method in the world. A hazard is an exposure that has the potential to induce and adverse event. Risk is the probability of an adverse event given exposure to hazard. The evaluation of scientific information on the hazardous properties of environmental agents and the extent of exposure to these agents. But operation risk analysis method is not enough for manufacturing industry even if it is existence, it will be separated to improve Safety. In this paper, I will develop the AHP Weighted operation risk analysis method to improve Safety.

An Effective Fuzzy Multi-Criteria Decision Making Methodology in the Intersectional Dependence Relations (교차종속관계하에서의 효율적인 퍼지 다기준의사결정법)

  • 심재홍;김정자
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.21 no.45
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    • pp.11-23
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    • 1998
  • This paper presents a more efficient evaluation of alternatives by use of multi-criteria decision making methodlogy under fuzzy intersectional dependence relations. The performance evaluation of most systems such as weapons, enterprise systems etc. are multiple criteria decision making problems. The descriptions and judgements on these systems are usually linguistic and fuzzy. The traditional methods of Analytic Hierarchy Process(AHP) are mainly used in crisp(non-fuzzy) decision applications with a very unbalanced scale of judgements and rank reversal. To overcome these problems, we will propose a new, general decision making method for evaluation models using fuzzy AHP(FAHP) under fuzzy intersectional dependence relations. The T.M.S alternatives A, B and C will be evaluted by the Fuzzy Analytic Hierachy Process (FAHP) based on entropy weight in this study. We will use symmetric triangular fuzzy numbers to indicate the relative strength of the elements in the hierachy and degree of intersection between criteria. These problems are evaluated by five criteria : tactical criteria, technology criteria, maintenance criteria, economy criteria, advacement criteria.

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Deterioration Evaluation of Railway Line Segments Using Analytic Hierarchy Process (AHP를 활용한 철도선로구간 노후도 평가)

  • Kim, Seong-Ho
    • Journal of the Korean Society for Railway
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    • v.14 no.6
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    • pp.569-574
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    • 2011
  • An effective approach to distributing budget to railway line facility improvement is to use investment priorities of railway line segments based on their deterioration. In this paper we present an evaluation method of railway line segment deterioration which can be used to distribute limited budget. Railway line facilities include rail track, railroad switch, subgrade, bridge, tunnel. These facilities and line shape can affect line segment deterioration. Deterioration evaluation method we present is a weighted sum of each component deterioration scores. The component weight can be obtained from experts using analytic hierarchy process.

A Decision Model for Information Systems Outsourcing Using AHP (AHP를 이용한 정보시스템 아웃소싱 의사결정모형)

  • 우태희;임충묵
    • Proceedings of the Safety Management and Science Conference
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    • 2003.05a
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    • pp.37-42
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    • 2003
  • Recently, information systems(IS) outsourcing has become a very important management strategy of implementing IS and many studies on the IS outsourcing approach had been largely performed in the organizations, but it isn't still show how to outsource the IS functions and how to decide quantitative magnitude for judgement. To offer a quantitative decision model that can help practitioners set priority and reap the most benefits from outsourcing, we show outsourcing structure including 3 factors(strategic benefit, economic benefit and technological benefit) and sub-levels which. is different from the Yang and Huang's model. Also, we compute the weight of alternatives using analytic hierarchy process to find a priority of the IS outsourcing. As a result of analysis, we suggest systematic steps and quantitative model to increase the precision of decision making.

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Development of VE/LCC Evaluation Model for Railway Route Selection (최적 철도 노선 선정을 위한 VE/LCC 평가 모델 개발)

  • 이동욱;이태식
    • Journal of the Korean Society for Railway
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    • v.7 no.3
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    • pp.215-222
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    • 2004
  • Optimal route selection of railway should take consideration of the function of the railway, topography, practicability of construction and management as well as the cost. This study performed the surveys for experts and surrounding industries and the review for the bid guidelines in order to develop the quality model with the AHP method and establish the weight for each factor. Six quality models were developed for such as the efficiency of railway operation, structure design and practicability, economic feasibility, correspondence with other plans, civil appeal and environmental sustainability, and correspondence with system. The detailed evaluation elements were also derived by each factors.

A Study on The Utility Estimation about Employment of The Disabled (AHP를 이용한 장애인고용의 효용성평가 연구)

  • Park, Jae-Hyun
    • Proceedings of the Safety Management and Science Conference
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    • 2008.11a
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    • pp.405-419
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    • 2008
  • It is expected that the change of industrial structure of Knowledge based economy, and service based economy would affect on economic life of physically-challenged person with no exceptions. There have been some former studies which have been misunderstood the employment of disabled due to the declining employment of the disabled and prejudice to the disabled based on biased perspective and public opinion. This study have analyzed the employment conditions of the ordinary workers and disabled workers out of those prejudices and biased opinions. Wage, economic activity ratio, age, educational background and industry those 5 parameters are brought for analyzing the two comparison group. Each parameter have compared based on the statistical data of ordinary workers and disabled workers for past 7 years. Weight between each parameter have been drawn by collecting the experts' opinion using AHP(Analytic Hierarchy Process), and utility of employment of two comparison groups have been estimated through progress inclination of each parameter. Through the estimated outcome, present condition and controversial issues and way of improvement of domestic employment of ordinary workers and the disabled is mentioned.

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Implementing AHP of Railway Design Model (철도 노선설계 모형의 AHP 평가)

  • Shin, Youngho;Kim, Jeong Hyun
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.35 no.1
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    • pp.165-172
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    • 2015
  • The appropriateness of railway route design is generally evaluated by the future value corresponding to the travel demand or benefit-cost analysis. These methods may have the limitation for the reasons that all the design alternatives cannot be considered, and the differentiation between the alternatives may not be significant because the alternatives are based on the strict basic scheme such as the design criteria. In addition, the cost varies by the design elements. In this study, all the design alternatives are considered with the automatized tool and the design criteria, and evaluated with the multi-criterion decision making method. The weight for each design element with the analytic hierarchical process may be helpful to derive more efficient railway alignment.