• Title/Summary/Keyword: 계층 구조 분석 의사결정법

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Multicriteria Decision Analysis - Methods and Case Studies (다기준 의사결정분석방법 - 기법 및 사례 연구)

  • Choi, Si Jung;Rieu, Seung Yup;Lee, Dong Ryul
    • Proceedings of the Korea Water Resources Association Conference
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    • 2004.05b
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    • pp.854-858
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    • 2004
  • 수자원 계획 및 관리 분야에서는 여러 상반된 기준들을 고려하여 의사결정을 내려야 하는 상황이 매우 빈번하게 발생한다. 따라서 이러한 상충되는 기준들에서 최적의 대안들을 찾고 이를 결정하기 위해 다기준 의사결정 분석과 같은 방법을 고려할 필요가 있다. 다기준 의사결정의 중요한 특징은 목적과 기준을 설정, 상대적 가중치들을 추정, 개별 성능 기준에 대한 대안들의 기여도를 결정하는데 있어서 의사 결정자의 판단에 중점을 두는 것이다. 주관적인 견해가 너무 많이 산재할 경우는 문제가 될 수 있지만, 원칙적으로 다기준 의사결정은 목적, 기준, 가중치 및 목표 달성 평가에 내한 의사결정자의 선택을 중시하며, 이를 과학적이고 명확한 방법으로 표현할 수 있는 장점을 가지고 있다. 또한 다기준 의사결정방법들은 비용-편익 분석의 실무적인 한계를 초월하는 의사결정 사안들을 위한 구조, 분석 방법, 융통성을 가지고 있기도 한다. 본 연구에서는 최근 국내 수자원 계획 및 관리 분야에 적용되는 계층화분석방법 이외에 유럽 등지에서 많이 활용되고 있는 가치함수법, Outranking 방법 등을 소개하고자 기준에 대한 대안들의 점수를 부여하는 방법과 가중치 산정 방법을 소개하였다. 또한 수자원 분야에 적용되었던 다기준 의사결정분석 방법을 소개함으로써 국내 수자원 분야에서 발생할 수 있는 여러 상반된 기준을 고려시 최적의 대안을 찾아내는데 중요한 정보를 제공하고자 한다.

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The Analysis of Priorities of Roads Investment Using Analytic Hierarchy Process (AHP를 이용한 도로사업의 우선순위 분석)

  • 정병두
    • Journal of Korean Society of Transportation
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    • v.20 no.5
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    • pp.45-54
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    • 2002
  • The Analytic Hierarchy Process (AHP) has been widely used as a comprehensive evaluation method since it can include various evaluation standards of both the public and private sectors. It also provides the objective mathematics to process subjective and Personal preferences of an individual or a group in making a decision. This study tried to use AHP to determine the priority of roads investment, considering various effects in a hierarchy such as environmental effects, residential life, and regional development which has not been treated explicitly. As a case study, roads in Gyeongsangbukdo province have been chosen for the evaluation in this research. For the application, it used relative measurements to estimate the weight of upper level structure, and absolute measurement for low level structure instead of pairwise comparisons.

A Selection Model for the Site of a Marine Products Processing Ce (수산물 산지종합처리장 부지선정 모형)

  • 윤민석;이준석
    • Proceedings of the Korea Society for Industrial Systems Conference
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    • 2000.11a
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    • pp.409-414
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    • 2000
  • 최근 수산물 유통 및 물류구조 합리화 방안의 일환으로 수산물 산지종합처리장 설립이 적극 추진되고 있으나 부지 선정을 위한 합리적 의사결정 모형이 마련되지 않고 있다. 이에 본 연구는 수산물 처리의 특성을 반영할 수 있는 평가 모형을 개발ㆍ제시한다. 모형 설계에는 평가 기준의 체계를 수립하고 적절한 평가 기법을 선택하는 과정이 포함된다. 평가 기준의 확립을 위하여 시설 입지와 관련된 문헌을 고찰하고 다차원적 접근법에 의한 계층적 체계화를 시도하였다. 체계화된 평가 기준에 따른 의사결정 대안의 평가 기법으로 주관적 판단의 계량화에 적절하다고 판단되는 계층분석과정(Analytic Hierarchy Process : AHP) 기법을 선택하여 평가 모형을 완성하였다. 모형 적용의 일부분인 기준 간 중요도 평가를 위한 실사를 수행하고, AHP에서 제공하는 계층 일관성 기준에 따라 신뢰성 있다고 판단되는 자료만을 분석에 사용하여 결과를 제시하였다.

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Weight setting of major environmental assessment items using Analytical Hierarchy Process - Case for the selection of railroad route - (계층분석법을 통한 환경영향평가 중점항목의 가중치 설정 - 철도사업 노선선정을 대상으로 -)

  • Lee, Minjoo;Kim, Minkyung;Lee, Sangdon
    • Journal of Environmental Impact Assessment
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    • v.23 no.6
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    • pp.517-526
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    • 2014
  • This paper performed studies on a guide for an environmental assessment necessary to select railroad route optimally, and presented techniques for an environmental friendly route selection using AHP(Analytical Hierarchy Process) as an objective method. The AHP is an approach to decision making that involves multiple choice criteria into a hierarchy and assessing the relative importance of each criterion, and determining an overall ranking of the alternatives. For the purpose of this study, we established the weight and the order of major environmental assessment items based on the survey of experts. The results of the weight by AHP were in order of Fauna & Flora, Topography & Geology, Nature Environmental Assets, Noise & Vibration, Water Quality, Landscape and Air Quality indicating natural environment should be in priority. To develop the more efficient environmental friendly route selection systems, it is necessary to consider economical, technical, and social aspects in addition to environmental consideration.

Evaluation Scheme for EcoMobility Policy Based on Multi-criteria Decision Making, AHP and ANP (AHP와 ANP 중심의 다기준 의사결정 기반 생태교통정책 평가체계에 관한 연구)

  • KIM, Junghwa;KIM, Sukhee
    • Journal of Korean Society of Transportation
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    • v.35 no.3
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    • pp.183-196
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    • 2017
  • In this study, policy evaluation scheme was established to encourage the efficient implementation of EcoMobility which has been expanding gradually all around the world. A total of eight evaluation goals and 22 evaluation items are reviewed and suggested based on the three major evaluation categories of "Basic elements for EcoMobility", "Land use and transport system for EcoMobility", and "Implications and impact of EcoMobility". The results of this study are as follows: the result of AHP analysis which reflects only the hierarchical structure shows a high priority in "Elements for EcoMobility promotion", "Eco-fiendly transport infrastructure", and "Safety in transport". While in result of ANP which considered the elements' dependencies, "Eco-fiendly transport Services", "Welfare in transport", and "Environment by transport" have high weights and importances. In conclusion, this study would be useful to make reasonable judgment based on the analysis results of the two techniques in order to ensure reliability in evaluation of EcoMobility policy. Furthermore we have confirmed appropriate evaluation technique between AHP and ANP which is better to reflect the features of EcoMobility.

Assessment of Port Development Priority with Conflicts among Decision Makers -From the Perspective of Environment-friendly Port Development- (의사결정자의 대립하 항만개발 우선순위 평가 -환경친화적 항만개발의 관점에서-)

  • Jang, Woon-Jae
    • Journal of the Korean Society of Marine Environment & Safety
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    • v.17 no.1
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    • pp.53-60
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    • 2011
  • In this study, the priority was assessed and the compensation relationships were analyzed with regard to the issue of port development with conflicts among decision makers. First, the assessment factors were selected by the relevant literatures on port development, and fuzzy structure modeling was used to select assessment factors via structuralization analysis. Second, the local residents, port users, and local government were chosen as the main port-development related entities, and the analytic hierarchy process was used to calculate the total assessment value. Third, the justice based on majority power rule method was used as an assessment method that would minimize the amount of complaints according to the total assessment results and the alternative selection when a partnership was formed among the assessment entities. Moreover, the compensation issue according to the alternative selection was quantified, and the compensation relationships were analyzed. As a result, it was found that port development in Busan must be the top priority in terms of port development in South Korea, that awareness of environmental issues must be promoted among the port users, and that the local governments must promote environmental incentive policies for Environment-friendly port development.

The State Attribute and Grade Influence Structure for the RC Bridge Deck Slabs by Information Entropy (정보 엔트로피에 의한 RC 교량 상판의 상태속성 및 등급 영향 구조 분석)

  • Hwang, Jin-Ha;Park, Jong-Hoi;An, Seoung-Su
    • Journal of the Computational Structural Engineering Institute of Korea
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    • v.23 no.1
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    • pp.61-71
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    • 2010
  • The attributes related to the health condition of RC deck slabs are analyzed to help us identify and rate the safety level of the bridges in this study. According to the related reports the state assessment for the outward aspects of bridges is the important and critical part for rating the overall structural safety. In this respect, the careful identification for the various state attributes make the field inspection and structural diagnosis very effective. This study analyzes the influence of the state attributes on evaluation classes and the relationship of them by the inductive reasoning, which raise the understanding and performance for evaluation work, and support the logical approach for the state assessment. ID3 algorithm applied to the case set which is constructed from the field reports indicates the main attributes and the precedence governing the assessment, and derives the decision hierarchy for the state assessment.

A Study on the Application Methodology of Set-based Design Approach of Outrigger System based on Lean Process (린 프로세스 기반 아웃리거 시스템의 Set-based Design 적용 방안에 관한 연구)

  • Lee, Seung-Il;Cho, Young-Sang
    • Korean Journal of Construction Engineering and Management
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    • v.12 no.4
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    • pp.50-58
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    • 2011
  • Lean concept is management philosophy that defines a customer's value and eliminates wasteful and impeditive factors. Management philosophy of Lean in the construction industry is referred to as "Lean Construction". Now this concept has expanded to achieve effective productivity during the design phase. Currently the norm of the domestic design process has been Point-based Design(PBD). It involves selecting a single structurally-feasible design option early and then refining that single design as more information becomes available throughout the design process. This single design is then re-worked until a solution is found that is feasible for all parties. On the contrary, Set-based Design(SBD) is based on lean processes to eliminate waste and improve project productivity. It focuses on keeping the design space as open as long as possible, to allow "subdesign" to advance and not labeling them as secondary in importance. Preserving the maximum number of feasible designs as long as possible reduces the likelihood that rework will be necessary and allows all project participants to utilize their unique expertise to make the project successful. This study proposes that the design methodology of minimizing waste and increasing productivity through SBD of AHP, one of the decision making process so as to compare PBD with SBD and tries to find decision making process and then suggest that application methodology through performs case study of SBD process.

A Study on Setting Priorities among Management Factors for Public Asset Management (공공자산관리를 위한 관리요인 우선 순위 설정 연구)

  • Lee, Han-Sol;Lee, Ung-Kyun
    • Proceedings of the Korean Institute of Building Construction Conference
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    • 2021.05a
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    • pp.104-105
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    • 2021
  • This study aims to provide basic data for establishing strategies for asset management in the future through priorities and influence of the asset management items of public facilities in Korea. To this end, 4 upper items and 20 lower items in priority were selected based on existing literature. The analytic hierarchy process was used to determine the importance of each of the selected items, and the interpretive structural modeling (ISM) technique was used to examine the relationships among the 20 lower items. On this basis, directions for the efficient asset management of public facilities were suggested.

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A Study on Hierarchy Analysis of Design Factors for Product Development Process (신제품 개발과정에 있어서의 디자인요소 분석을 통한 계층화 연구)

  • 곽대영
    • Archives of design research
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    • v.17 no.1
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    • pp.163-178
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    • 2004
  • In this study, in order to achieve the before-mentioned study purpose, the importance of developing the new product, the relationship with the design, and the design element for developing the new product were considered. In order to extract the importance of the design element which is applied to the development of the new product design, the research model about the induction of the priority was created, the evaluation items were instituted, and the demonstrative research approach was performed in order to recognize the relationship among those elements. Firstly, in the process of selecting the items for the application, 14 evaluation elements which were extracted through the advanced study data were grouped in 4 kinds of dimensions, and the properties which are related with the Digital TV product were composed up of 36 items. Through the factor analysis, by decreasing the detailed standard for the evaluation of 36 items, the parsimony was secured, and the characteristics which the various items contain induced into one factor. Secondly, the detailed factors which were united into one factor went under the paired comparison as one by one through AHP again, and then the importance degree was generated. First of all, as the first stage of AHP, the decision making factors which affect the whole achievement of purpose of the decision making were classified as in a hierarchical style. From these research results, it was known that the functional factor and esthetic factor in the process of designing the new product are the major affecting variables, and it was confirmed that in case of the Digital TV products group, the factors such as the high quality of picture, big screen, user interface, sound, product reliability, style, size, indoor reproduction, and guarantee are the main factors which influence the need of the consumers in purchasing products.

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