• 제목/요약/키워드: Multicriteria Decision Making

검색결과 33건 처리시간 0.03초

Spatial Multicriteria Decision Analysis: A Powerful Tool for Participatory Decision-Making in Community-based Tourism Research

  • Kim, Jinwon
    • Journal of Smart Tourism
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    • 제1권4호
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    • pp.3-7
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    • 2021
  • Although Geographic Information Systems (GISs) have commonly been employed as powerful tools for manipulating and displaying spatial data in community-based tourism, a variety of GIS functions still lack the capabilities required to assist multiple decision makers to come to consensual decisions. In this study, I propose an alternative approach: spatial multicriteria decision analysis (SMCDA) that could reflect diverse decision makers' preferences by integrating GISs and multicriteria decision analysis (MCDA). I review the small number of case studies that have employed SMCDA, with a focus on the roles of GISs and MCDA. The methodological integration of GISs and MCDA into multi-spatial decision support systems offers the potential to implement participatory decision-making to solve complex spatial problems in community-based tourism planning, development, and management.

퍼지종속관계 및 퍼지측도를 이용한 다기준평가방법 (Multicriteria Decision-Making Mehtodology Using Fuzzy Dependence Relations and Fuzzy Measure)

  • 정택수;정규련
    • 한국지능시스템학회논문지
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    • 제4권2호
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    • pp.24-34
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    • 1994
  • Scientific involvement in complex decision-making system, characterized by multicriteria phenomena and fuzziness inherent in the structure of information, requires suitable methods. Especially, when powerful dependent criteria are introduced and their weighted value structure is ignorant, the systems are become more complex. This paper presents a fuzzy dependenced relation model and fuzzy measure model for this kind of multicriteria decision-making. The model we propose is based on fuzzy relation and fuzzy measure in fuzzy systems theory. For the application of the model, a numdrical example is quoted.

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퍼지종속관계를 이용한 다기준평가문제의 가중치 책정방법 (Weighted value method for multicriteria decision-making using fuzzy dependence relations)

  • 정택수;정규련
    • 한국경영과학회:학술대회논문집
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    • 대한산업공학회/한국경영과학회 1994년도 춘계공동학술대회논문집; 창원대학교; 08월 09일 Apr. 1994
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    • pp.742-748
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    • 1994
  • Scientific involvement in complex decision-making systems, characterized by multicriteria phenomena and fuzziness inherent in the structure of information, requires suitable methods. Especially, when powerful dependent criteria are introduced, the systems are become more complex. This paper presents a fuzzy dependence relation model for this kind of multicriteria decision-making. The model we propose is based on fuzzy relation in fuzzy system theory. For the application of the model a numerical example is quoted.

다기준 의사결정기법을 이용한 대안평가지수 개발 (Development of Alternative Evaluation Index Using Multicriteria Decision Making Techniques)

  • 정은성;이길성;박경신
    • 한국수자원학회논문집
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    • 제41권1호
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    • pp.87-100
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    • 2008
  • 본 연구는 유역통합관리를 위한 대안들의 우선순위를 다양한 요소를 객관적으로 고려하여 산정하기 위해 대안평가지수(alternative evaluation index, AEI)를 개발하였고 이를 적용하였다. 이를 위해 물순환 건전화를 위한 다양한 대안들에 대한 연속유출 모의모형의 효과분석 결과, 다기준 의사결정 기법과 지속가능성 평가모형인 DPSIR(Drivers-Pressure-State-Impact-Response)을 이용하여 대안의 평가지수 및 순위를 산정하였다.

퍼지교환종속 관계를 이용한 댜기준평가문제의 가중치 책정방법 (A Weighted Value Method for Multicriteria Decision Making)

  • 정규련;정택수
    • 한국경영과학회지
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    • 제19권3호
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    • pp.53-62
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    • 1994
  • Complex decision-making problems are often characterized by multicriteria phenomena and fuzziness inherent in the structure of information and therefore suitable scientific solution methods. Especially, when similar dependent criteria are introduced, the problems become more complex. This paper presents a fuzzy intersectional dependence relation model for this kind of multicriteria decision-making problems. The model we propose is based on the fuzzy relation from fuzzy systems theory. In ths case of introducing similar dependent criteria, the rank reversal by distortion of weights is hard to occur by our proposed method. A numerical example is presented to illustrate the use of the model.

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An Integrated Multicriteria Decision-Making Approach for Evaluating Nuclear Fuel Cycle Systems for Long-term Sustainability on the Basis of an Equilibrium Model: Technique for Order of Preference by Similarity to Ideal Solution, Preference Ranking Organization Method for Enrichment Evaluation, and Multiattribute Utility Theory Combined with Analytic Hierarchy Process

  • Yoon, Saerom;Choi, Sungyeol;Ko, Wonil
    • Nuclear Engineering and Technology
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    • 제49권1호
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    • pp.148-164
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    • 2017
  • The focus on the issues surrounding spent nuclear fuel and lifetime extension of old nuclear power plants continues to grow nowadays. A transparent decision-making process to identify the best suitable nuclear fuel cycle (NFC) is considered to be the key task in the current situation. Through this study, an attempt is made to develop an equilibrium model for the NFC to calculate the material flows based on 1 TWh of electricity production, and to perform integrated multicriteria decision-making method analyses via the analytic hierarchy process technique for order of preference by similarity to ideal solution, preference ranking organization method for enrichment evaluation, and multiattribute utility theory methods. This comparative study is aimed at screening and ranking the three selected NFC options against five aspects: sustainability, environmental friendliness, economics, proliferation resistance, and technical feasibility. The selected fuel cycle options include pressurized water reactor (PWR) once-through cycle, PWR mixed oxide cycle, or pyroprocessing sodium-cooled fast reactor cycle. A sensitivity analysis was performed to prove the robustness of the results and explore the influence of criteria on the obtained ranking. As a result of the comparative analysis, the pyroprocessing sodium-cooled fast reactor cycle is determined to be the most competitive option among the NFC scenarios.

MULTICRITERIA MODELS FOR GROUP DECISION MAKING : COMPROMISE PROGRAMMING VS. THE ANALYTIC HIERACHY PROCESS

  • Kwak, N.K.;McCarthy, Kevin J.
    • 한국경영과학회지
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    • 제16권1호
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    • pp.97-112
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    • 1991
  • This paper describes two contrasting approaches to group decision making involving multiple criteria. A compromise programming method and the analytic hierarchy process are analyzed and compared by using an illustrative example of a computer model selection problem to demonstrate their usefulness as a viable tool for group decision making. This paper further considers some extensions and modifications of there two methods for future study.

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Multi-Criteria Decision-Making Model Using Quality Function Deployment (QFD) Method for the Most Suitable Temporary Earth Retaining System

  • Jung, Bae Yu;Byung, Cho Han;Jin, Han Sang;Won, Kwon;Ho, Jo Jae;Youl, Chun Jae
    • 국제학술발표논문집
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    • The 6th International Conference on Construction Engineering and Project Management
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    • pp.620-621
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    • 2015
  • In this study, the multi-criteria decision-making model based on Quality Function Deployment Method is proposed. Multicriteria decision-making is an attempt to link QFD method with the TOPSIS. By this effort, a model that makes client's decision-making more rational and objective in design phase is suggested. The multi-criteria decisionmaking model confirming to the Owner's requirements will improve the productivity of the construction industry and the satisfaction of the customer. Further study extending the range of the requirements, not only the Owner's requirement will be necessary to cover the various factors as much as possible. And then, finally as a flexible platform to achieve a sustainable quality management, web-based multi-criteria decision-making model can be utilized by the relevant stakeholders simultaneously with the feed-back and sharing the necessary informations.

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다기준 의사결정시스템 구축을 위한 농업용저수지 가중치산정 (Evaluate Weighting Factors for Multicriteria Decision Making System of Agricultural Reservoir)

  • 최은혁;배상수;지홍기
    • 한국수자원학회:학술대회논문집
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    • 한국수자원학회 2011년도 학술발표회
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    • pp.221-225
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    • 2011
  • 현재 그리고, 미래의 지속가능한 수자원 확보를 위해 수자원 계획 및 관리에 관한 제반 문제는 기술적인 측면과 사회적인 측면에서의 위험요소들에 대한 불확실성이 고려되어야 할 뿐만 아니라 이와 관련된 다양한 집단들의 이해관계도 상호작용하기 때문에 문제해결을 위한 다양한 기준과 내재적 갈등이 상존한다. 이에 본 연구는 농업용저수지의 연계운영 및 관리를 위한 다기준 의사결정시스템 구축을 하고자 하였으며 환경여건, 지형여건, 홍수위험도, 주민호응도, 용수수요량을 고려하여 농업용저수지의 연계운영에서 다수의 의사결정 요소들에 대한 가중치를 산출하였다. 이는 기존의 우선순위에 의한 용수배분이 최하순위의 용도나 지역에서 모든 물 부족분에 대한 위험을 부담하는데 반하여 의사결정 요소들의 상대적 가중치에 의한 용수배분은 전체 용도와 지역의 용수배분에 대한 위험이 분산되므로 보다 합리적인 것으로 판단된다.

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다기준 의사결정기법을 이용한 공간위험 순위산정 (Identifying Spatial Hazard Ranking Using Multicriteria Decision Making Techniques)

  • 정은성;이길성
    • 한국수자원학회논문집
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    • 제40권12호
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    • pp.969-983
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    • 2007
  • 본 연구에서는 도시화로 인해 왜곡된 물순환을 치수, 이수, 수질관리 등의 측면에서 건전화시키기 위해 지속가능한 유역통합관리 계획을 수립하기 위한 10단계의 절차와 적용방법을 개발하여 제시하였으며 이 중 Step 2에 해당하는 문제점 도출 및 우선순위 결정 단계를 수행하였다. 유역의 잠재적인 위험도를 나타내는 홍수피해잠재능(PFD), 건천잠재능(PSD), 수질오염잠재능(PWQD), 유역평가지수(WEI)를 산정하기 위해 다기준 의사결정기법과 지속가능성평가지수 개념을 사용하였다. 사용된 다기준 의사결정 기법들은 복합계획법, 타협계획법, Regime, ELECTRE II, EVAMIX 방법이며 자료의 가용성과 목적(예비타당성, 타당성)에 따라 다르게 사용될 수 있다.