• Title/Summary/Keyword: Analytic Hierarchy Process Model

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Development of Analytic Hierarchy Process or Solving Dependence Relation between Multicriteria (다기준 평가항목간 중복도를 반영한 AHP 기법 개발)

  • 송기한;홍상연;정성봉;전경수
    • Journal of Korean Society of Transportation
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    • v.20 no.7
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    • pp.15-22
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    • 2002
  • Transportation project appraisal should be precise in order to increase the social welfare and efficiency, and it has been evaluated by only a single criterion analysis such as benefit/cost analysis. However, this method cannot assess some qualitative items, and cannot get a proper solution for the clash of interests among various groups. Therefore, the multi-criteria analysis, which can control these problems, is needed, and then Saaty has developed one of these methods, AHP(Analytic Hierarchy Process) method. In AHP, the project is evaluated through weighted score of the criteria and the alternatives, which is surveyed by a questionnaire of specialists. It is based on some strict suppositions such as reciprocal comparison, homogeneity, expectation, independence relationship between multi-criteria, but supposing that each criterion has independence relation with others is too difficult in two reasons. First, in real situation, there cannot be perfect independence relationship between standards. Second, individuals, even though they are specialists of that area, do not feel the degree of independence relation as same as others. This paper develops a modified AHP method for solving this dependence relationship between multi-criteria. First of all. in this method, the degree of dependence relationship between multi-criteria that the specialist feels is surveyed and included to the weighted score of multi-criteria This study supposes three methods to implement this idea. The first model products the degree of dependence relationship in the first step for calculating the weighted score, and the others adjust the result of weighted score from the basic AHP method to the dependence relationship. One of the second methods distributes the cross weighted score to each standard by constant ratio, and the other splits them using Fuzzy measure such as Bel and Pl. Finally, in order to validate these methods, this paper applies them to evaluate the alternatives which can control public resentments against Korean rail path in a city area.

A Study of the Activation Plan for the Hinterland of Gwangyang Port using Delphi/Fuzzy-AHP (Delphi/Fuzzy-AHP를 이용한 광양항 배후단지 활성화 방안에 관한 연구)

  • Kim, Seon-Gu;Choi, Yong-Seok
    • Proceedings of the Korean Institute of Navigation and Port Research Conference
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    • 2012.06a
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    • pp.240-241
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    • 2012
  • The purpose of this study is to propose a development strategy and an activation plan of port hinterland. To do this, we design a Delphi/Fuzzy-AHP model using Delphi and Fuzzy-AHP.

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A Case Study on Value Evaluation of Gashydrate Development Technology (가스하이드레이트 개발사업의 기술가치평가 사례연구)

  • Lee, You-Ah;Kim, Jin-Soo;Heo, Eun-Nyeong
    • 한국신재생에너지학회:학술대회논문집
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    • 2006.11a
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    • pp.62-65
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    • 2006
  • 가스하이드레이트의 국내 부존 가능성이 확인됨에 따라 가스하이드레이트 개발기술 및 부존 정보의 확보를 위한 가스하이드레이트 연구개발사업이 추진 중에 있다. 가스하이드레이트 개발사업과 같은 국가주도 연구개발사업의 경우 사업의 타당성 확보와 효율적인 추진을 위해서 사업 및 개발기술의 가치를 객관적으로 평가해야 할 필요성이 높아지고 있다. 본 연구에서는 가스하이드레이트 개발사업의 가치평가를 위한 주요 속성들을 결정하고 속성별 쌍대비교를 통해 중요도를 도출 할 수 있는 Fuzzy AHP 방법론을 사용하여 상대적 가중치를 도출하였다 연구 결과 가스하이드레이트 개발사업 및 기술의 가치는 상위계층으로 직접가치와 유발가치로 나눌 수 있고, 하위계층으로 총 8개의 속성으로 분류 할 수 있는 것으로 분석되었다. 중요도 분석결과 가스하이드레이트를 직접 개발함으로써 얻을 수 있는 개발가치가 사업시행으로 인한 탐사개발 기술의 확보로 유발되는 가치보다 높은 중요도를 가지는 것으로 평가 되었다. 또한 개발가치의 세부항목 중에는 에너지 안보 증진 효과가, 유발가치의 세부항목 중에는 인력양성효과가 가장 중요한 가치평가 요소로 나타났다

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A Study on the Urban Compactness Evaluation of Korean Metropolises (우리나라 광역시 도시압축성 평가에 관한 연구)

  • Lee, Il-Hee;Lee, Joo-Hyung
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.13 no.7
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    • pp.3224-3231
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    • 2012
  • It is necessary to study more integrated and objective method of urban compactness evaluation. Accordingly, the author examined precedent study and references related to the theory of compact city with the aim of deducing the urban planning factors from them. And then, these factors are objectified through the survey and interview with experts, and each of the factors is given a weighting by the AHP(Analytic Hierarchy Process) Method. Based on these evaluation model, the urban compactness of Korean Metropolitan Cities such as Busan, Incheon, Daegu, Gwangju, Daejeon, Ulsan, are analyzed their relative gap. The result of this study, as a foundational data for decision-making on the urban policy, could be useful for compact city planning such as regeneration of old town center etc.

Efficient Management Design for Swimming Exercise Treatment

  • Kim, Kyung-Hun;Kyung, Tae-Won;Kim, Won-Hyun;Shin, Chung-Sick;Song, Young-Jae;Lee, Moo-Yeol;Lee, Hyun-Woo;Cho, Yong-Chan
    • The Korean Journal of Physiology and Pharmacology
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    • v.13 no.6
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    • pp.497-502
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    • 2009
  • Exercise-mediated physical treatment has attracted much recent interest. In particular, swimming is a representative exercise treatment method recommended for patients experiencing muscular and cardiovascular diseases. The present study sought to design a swimming-based exercise treatment management system. A survey questionnaire was completed by participants to assess the prevalence of muscular and cardiovascular diseases among adult males and females participating in swimming programs at sport centers in metropolitan regions of country. Using the Fuzzy Analytic Hierarchy Process (AHP) technique, weighted values of indices were determined, to maximize participant clarity. A patient management system model was devised using information technology. The favorable results are evidence of the validity of this approach. Additionally, the swimming-based exercise management system can be supplemented together with analyses of weighted values considering connectivity between established indices.

AHP Model and a Case Study for Determinants of Overseas Factory Location for Sewing and Apparel Products Industry (AHP를 이용한 봉제·의류제조업의 해외입지선정 모형 및 적용 사례)

  • Kim, Joo-In;Baek, Nakki;Lee, Jae Kwang
    • Journal of the Korea Safety Management & Science
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    • v.16 no.3
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    • pp.377-388
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    • 2014
  • There have been a lot of studies about overseas factory location in order to meet various needs of industries according to the international economic developments. However, most of the studies were written about generic theory for general industries or mainly concerned to high capital industries. This study is focusing on the sewing and apparel industries which represent labor intensive and small-medium type of enterprises. For this study, AHP(Analytic Hierarchy Process) methods were applied to make proper analysis after wide range of survey to clarify determinants which provide a guidance for overseas factory location. As a result of the analytical researches done in the thesis the most important which should be taken consideration while determining of overseas factory location for sewing and apparel products industry are as follows - economic factors(0.569), geographic factors(0.171), social and cultural factors(0.157), regulations and institutional factors(0.103). In the last, S company is examined for example to show how this determinants have practically been applied.

Assessment of ASP for the Construction Industry (건설 산업 ASP 평가 및 우선 적용 건설업무기능의 도출)

  • Kang, Seung-Hee;Lee, Sang-Hyung;Jung, Young-Soo
    • Proceedings of the Korean Institute Of Construction Engineering and Management
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    • 2006.11a
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    • pp.579-583
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    • 2006
  • Adopting ASP applications in the construction industry can minimize the resource and cost of an enterprise. And it also can overcome defective management ability and poor management environment. Thus, This paper develops and evaluates a model of business functions and factors which have influence on the assessment of ASP for the construction industry. The findings of this study can provide the basis of ASP research in the construction industry, and help the construction firms to make decision for adopting ASP

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A Hybrid Method of MultiAttribute Utility Theory and Analytic Hierarchy Process for R&D Projects' Priority Setting. (MAUT/AHP를 이용한 연구개발사업 우선순위 선정방법)

  • 김정흠;박주형
    • Proceedings of the Technology Innovation Conference
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    • 1999.06a
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    • pp.245-265
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    • 1999
  • MAUT and AHP are widely used for quantification of subjective judgements in various fields of decision making. This study focuses on the introduction and application of MAUT/AHP method which is a hybrid of MAUT and AHP techniques in R&D project priority setting. This hybrid model can clarify each factors' contribution using MAUT method and can reduce the number of pairwise comparisons of AHP method. This study applies AMUT/AHP method to the evaluation of R&D projects in a Government - funded research institute. To evaluate R&D projects, six evaluation factors are derived. SMART(Simple MultiAttribute Rating Technique) and DVM(Difference Value Measurement ) out of many MAUT methods are used to design the utility function ad AHP is used to allocate the weights among evaluation factors. The major findings of this study can be summarized as follows. First, the SMART/AHP and the DVM/AHP have the same results with the SMART and the DVM, and they are different results with AHP. It is very hard to decide which one is better. Second, MAUT/AHP's strength is analyzed. MAUT reflects utility values of evaluators to alternatives and AHP results objective and consistent weights of factors through pariwise comparisons. Third, its possible application fields are proposed. It is applicable to subjective decision making problems with high complexity and inter-independent factors.

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An Evaluative Study of the Operational Safety of High-Speed Railway Stations Based on IEM-Fuzzy Comprehensive Assessment Theory

  • Wang, Li;Jin, Chunling;Xu, Chongqi
    • Journal of Information Processing Systems
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    • v.16 no.5
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    • pp.1064-1073
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    • 2020
  • The general situation of system composition and safety management of high-speed railway terminal is investigated and a comprehensive evaluation index system of operational security is established on the basis of railway laws and regulations and previous research results to evaluate the operational security management of the high-speed railway terminal objectively and scientifically. Index weight is determined by introducing interval eigenvalue method (IEM), which aims to reduce the dependence of judgment matrix on consistency test and improve judgment accuracy. Operational security status of a high-speed railway terminal in northwest China is analyzed using the traditional model of fuzzy comprehensive evaluation, and a general technique idea and references for the operational security evaluation of the high-speed railway terminal are provided. IEM is introduced to determine the weight of each index, overcomes shortcomings of traditional analytic hierarchy process (AHP) method, and improves the accuracy and scientificity of the comprehensive evaluation. Risk factors, such as terrorist attacks, bad weather, and building fires, are intentionally avoided in the selection of evaluation indicators due to the complexity of risk factors in the operation of high-speed railway passenger stations and limitation of the length of the paper. However, such risk factors should be considered in the follow-up studies.

How do IT Mentoring Program Participants affect University-Industry Collaboration Satisfaction? (IT 멘토링 사업참여자들의 산학협력 만족도 영향분석)

  • Lee, Jungmann;Shin, Sunghoon
    • Journal of Digital Convergence
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    • v.10 no.11
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    • pp.39-46
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    • 2012
  • This paper investigated the hypotheses about how the degree of IT mentoring program satisfaction can be affected by mentors' competence, college students' participation, and professors' interests in the field of information technology. First, empirical results showed that IT mentoring program satisfaction could be improved when mentors' competence and authenticity exposed to college students. Second, another finding is that IT Mentoring Program satisfaction is significantly positive in the field of both SW and HW. Finally, the role of IT mentor is very essential to university-industry collaboration irregardless of government support. However, college students' participation and professors' interests was low when they didn't get government support.