• 제목/요약/키워드: Multi-Criteria Decision

검색결과 384건 처리시간 0.026초

다중척도 의사결정 전략을 이용한 여수 석유화학단지의 폐수 중화망 설계 (Design for Wastewater Neutralization Network in Yeosu Petrochemical Complex by Multi-Criteria Decision Making Strategy)

  • 이태용
    • 청정기술
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    • 제17권2호
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    • pp.175-180
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    • 2011
  • 생태산업단지의 산업 공생망 구성을 위한 다중척도 의사결정 전략을 개발하고 이를 여수산업단지의 산/염기성 폐수 중화망 설계에 적용하였다. 산(또는 염기)성 폐수는 화학산업에서 공통적으로 나오며, 다른 곳에서 나온 염기(또는 산)성 폐수를 자체적으로 중화할 수 있는 원료가 될 수 있다. 따라서 산/염기성 폐수가 대량으로 발생되는 석유화학산업단지에서 대규모의 산업 공생망을 구축할 수 있는 가능성을 지나고 있다. 본 연구에서는 산/염기성 폐수의 상호 중화를 위한 물질 흐름 모델을 구성하고, 여기에 다중척도의사결정 전략을 적용하여 최적이며 대등한 다수의 산업 공생망 후보를 설계하고 이들의 성능을 비교 분석하였다.

THE APPLICATION OF INTERVAL-VALUED CHOQUET INTEGRALS IN MULTI CRITERIA DECISION AID

  • Jang, Lee-Chae
    • Journal of applied mathematics & informatics
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    • 제20권1_2호
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    • pp.549-556
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    • 2006
  • In this paper, we consider interval-valued Choquet integrals and fuzzy measures. Using these properties, we discuss some applications of them in multicriteria decision aid. In particular, we show how these interval-valued Choquet integrals can model behavioral analysis of aggregation in ulticriteria decision aid.

홍수터 관리 최적대안 결정을 위한 공간퍼지접근 (The Spatial Fuzzy Approach to Multi-Criteria Decision Analysis for Flood Management)

  • 임광섭;최시중
    • 한국수자원학회:학술대회논문집
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    • 한국수자원학회 2009년도 학술발표회 초록집
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    • pp.1647-1651
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    • 2009
  • The uncertainty or imprecision associated with vague parameters and weighting sets, reduces the ability to decide what alternative is better for a particular location. To efficiently reduce the effect of imprecision frequently arising in available information, fuzzy theory has been used to improve consideration of imprecision in a Multi-Criteria Decision Analysis (MCDA) problem. Fuzzy logic offers a way to represent and handle imprecision present in continuous real world applications. A GIS implementing fuzzy set theory, (referred to in this paper as the "Spatial Fuzzy Approach") enables decision makers to express imprecise concepts associated with geographic data and provides decision makers the ability to have even more definition and discrimination in terms of the best alternatives for a particular spatial location. This study is focused on addressing questions pertaining to the methodology of floodplain analysis using GIS and Spatial Fuzzy MCDA to evaluate flood damage reduction alternatives. The issues will be examined in a case study of the Suyoung River Basin in Pusan, Korea.

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Creating the Optimal Product Business Management System for Social and Enterprise Development

  • Liao, Shih-chung
    • 유통과학연구
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    • 제11권6호
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    • pp.21-30
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    • 2013
  • Purpose - This paper examines product design management, the current design focus of which has shifted to the need to produce innovation applications that can effectively respond to the market's consumption changes in a timely manner. Research design, data, methodology - This study discusses several methodologies that are widely used in experimental processes, such as fuzzy theory, multi-criteria decision-making theory, and managing decision making. The designers will better understand their customers by applying these methodologies. This study examines how the current trend in product innovation design observes customer needs, controls innovation, and stimulates design ability. Results - This paper takes innovative telephone design as an experimental case to investigate how to create a product using market-oriented and customized management concepts and creative design abilities. Conclusions - If accompanied by an innovative product value chain, a product can further the development of enterprise management, now the main element of every developed country's social and economic development.

수자원 계획수립을 위한 다기준의사결정기법의 적용: 2. 가중치와 평가치에 대한 민감도 분석 (Application of Multi-criteria Decision Making Techniques for Water Resources Planning: 2. Sensitivity Analysis of Weighting and Performance Values)

  • 정은성
    • 한국수자원학회논문집
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    • 제45권4호
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    • pp.383-391
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    • 2012
  • 본 연구는 다기준 의사결정 문제에서 항상 발생하는 가중치와 대안들의 평가치에 대한 불확실성을 최소화하기 위해 민감도 분석을 수행하는 절차를 제시하였다. 제기되는 가중치에 대한 불확실성을 극복하기 위해 일반적으로 순위가 뒤바뀔 수 있는 가장 민감한 평가기준의 결정과 대안의 효과 측정자료의 결정이 있다. 본 연구는 유량확보와 수질개선을 위한 수자원 계획수립을 위해가중합계법을 이용한 문제에 두 경우의 민감도분석을 모두수행하였다. 이 과정에서 결정계수와 민감도 계수를 산정하여 이용하였다. 본 연구에서 제시한 민감도 분석 과정은 향후 수자원 계획 수립에 폭넓게 활용될 수 있다.

전술 애드혹 네트워크에서 다속성 의사결정 방법 기반 공중 경로 생성 방안 (Air Path Establishment Based on Multi-Criteria Decision Making Method in Tactical Ad Hoc Networks)

  • 김범수;노봉수;김기일
    • 대한임베디드공학회논문지
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    • 제15권1호
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    • pp.25-33
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    • 2020
  • Multipath routing protocols with unmanned aerial vehicles have been proposed to improve reliability in tactical ad hoc networks. Most of existing studies tend to establish the paths with multiple metrics. However, these approaches suffer from link loss and congestion problems according to the network condition because they apply same metric for both ground and air path or employ the simple weight value to combine multiple metrics. To overcome this limitation, in this study, we propose new routing metrics for path over unmanned aerial vehicles and use the multi-criteria decision making (MCDM) method to determine the weight factors between multiple metrics. For the case studies, we extend the ad-hoc on-demand distance vector protocol and propose a strategy for modifying the route discovery and route recovery procedure. The simulation results show that the proposed mechanism is able to achieve high end-to-end reliability and low end-to-end delay in tactical ad hoc networks.

Knowledge Based New POI Recommendation Method in LBS Using Geo-Ontology and Multi-Criteria Decision Analysis

  • Joo, Yong-Jin
    • 대한공간정보학회지
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    • 제19권1호
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    • pp.13-20
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    • 2011
  • 위치 기반 서비스는 사용자 중심의 위치를 기반으로 한 정보 서비스이며 유비쿼터스 시대에 있어서 핵심적인 엔진으로서 논의되어져오고 있다. 본 연구의 목적은 다중 의사 결정 기법을 통해 이동 단말 사용자의 위치 정보와 공간적 선호도를 반영한 새로운 온톨로지 추론 시스템을 개발하는 것이다. 이를 위해 POI 검색을 위한 온톨로지 기반의 LBS 추론시스템을 개발하고 사용자의 상황인식정보와 개인적 특성 및 공간선호도에 따른 온톨로지로 구축을 하여 그 구현 결과를 보였다. 또한 사용자의 의사결정시 결정기준요소에 가중치 부여를 위한 Cost Value Ontology를 구축하여, 다 기준 의사추론을 통해 사용자에게 적절한 추천 결과가 도출되는 위치 기반 서비스 방법을 제안하였다.

Prioritizing Service Supply-Chain Performance Measures Using Multi-Criteria Decision-Making Methodologies

  • ABBAS, Haidar;ALAWI, Alamir Al;MAKTOUMI, Khadija Al
    • The Journal of Asian Finance, Economics and Business
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    • 제7권11호
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    • pp.843-851
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    • 2020
  • This study focuses on identifying and prioritizing the broader performance measures for the service supply chains by taking the case of Majan Electricity Company, Sohar, in the Sultanate of Oman. For an examination of the uniformity of ultimate objectives and the priorities therein, two strata of respondents with a total of fourteen respondents were approached for their valuable insights. Suitable structured instruments were personally administered to elicit the insightful and worthy responses. The two multi-criteria decision-making techniques, namely, the Fuzzy Analytical Hierarchy Process and the Best-Worst Method were used to reach a meaningful prioritization of the identified and refined broader performance measurement dimensions. The results show that there exists a minor gap between the two respondents' groups in terms of their prioritizations. The major finding points to the difference in terms of the topmost priorities as revealed by the two set of respondents. For one group of respondents, the customer satisfaction matters the most, whereas for the other group, it is the overall profitability that matters the most. This gap against the utopian state assists in concluding that there is a requirement to reorient the employees so as to have a shared and common understanding of the organizational priorities.

다기준 의사결정 분석에 의한 공동주택의 냉방시스템 평가 (Evaluation of Apartment Cooling System by Multi-Criteria Decision Making Analysis)

  • 강병민;조진환;김영일;정광섭
    • 설비공학논문집
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    • 제23권8호
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    • pp.580-586
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    • 2011
  • In this study, 3 cooling systems of apartment which are air-cooled air conditioner with indoor unit, water-cooled air conditioner with indoor unit and small capacity absorption chiller-heater with FCU have been evaluated by Multi-Criteria Decision Making Analysis. Weights of 7 selected factors which are economics, space, billing, constructability, human comfort, visibility and reliability are determined by expert group of 30 system designers and 30 construction engineers. Final weights were derived for 101 and 166 $m^2$ apartments. Analysis shows that small capacity absorption chiller-heater with FCU is the most favorable system for apartment cooling system.

지능형 소프트웨어 에이전트에 기반한 피크 기간에서의 여행 계획 추천 시스템 (Intelligent Agent-based Travel Planning Recommendation System in Peak Seasons)

  • 임홍순;안형준;김종우;박성주
    • 경영과학
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    • 제21권3호
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    • pp.39-54
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    • 2004
  • This paper presents a multi-agent system for intelligent recommendation of travel plans to users. The goal of the system is to provide alternative and preferable travel plans to users when the availability of tickets is low such as in vacations, holidays, weekends, or peak seasons. The multiple agents in the system search for available alternatives for a target travel in collaboration with other agents and recommend best alternatives by analyzing them using a multi-criteria decision-making model. A prototype online travel support system was constructed and a simulation experiment was performed for evaluation and comparison with different travel planning strategies.