• 제목/요약/키워드: AHP decision support model

검색결과 50건 처리시간 0.029초

Make-or-buy Decision Model Using Fuzzy-AHP Method for School Foodservice System

  • Hwang, Heung-Suk;Ko, Wen-Hwa
    • 한국경영과학회:학술대회논문집
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    • 한국경영과학회 2007년도 추계학술대회 및 정기총회
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    • pp.121-129
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    • 2007
  • Recently a multi-attribute structure analysis method is one of the evident areas of important points in the decision support system analysis. This research developed an internet/intranet-based solution builder for a three-step decision support system using fuzzy-AHP in the view of 1) brainstorming far the idea generation, 2) fuzzy-AHP (fuzzy analytic hierarchy process) as a multi-attribute structured analysis method and 3) aggregation logic model to integrate the results of individual analysis. We applied this decision support system to the make-or-buy decision problem for school foodservice system considering the multi-attributes in the decision making. A computer program is developed and demonstrated it internet/intranet-based decision problem. It was known that this solution builder provides decision makers a good tool for mate-of-buy group decision making.

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블록체인 기반 의료정보시스템 도입을 위한 의사결정모델 (Decision making model for introducing Medical information system based on Block chain Technologies)

  • 정아군;김근형
    • 한국정보시스템학회지:정보시스템연구
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    • 제29권1호
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    • pp.93-111
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    • 2020
  • Purpose The purpose of this paper is to observe the relative priorities of importances among the modified versions of Block chain system, being based on AHP decision support model which should be also proposed in this paper. Design/methodology/approach Four versions modified from the beginning of Block chain were divided into Public& Permissionless, Private&Permissionless, Public&Permissioned and Private&Permissioned types. Five criteria for evaluating the four versions whether the version were suitable for Medical information system were introduced from five factors of Technologies Accept Model, which were Security, Availability, Variety, Reliability and Economical efficiency. We designed Decision support model based on AHP which would select the best alternative version suitable for introducing the Block chain technology into the medical information systems. We established the objective of the AHP model into finding the best choice among the four modified versions. First low layer of the model contains the five factors which consisted of Security, Availability, Variety, Reliability and Economical efficiency. Second low layer of the model contains the four modified versions which consisted Public&Permissionless, Private&Permissionless, Public&Permissioned and Private& Permissioned types. The structural questionnaire based on the AHP decision support model was designed and used to survey experts of medical areas. The collected data by the question investigation was analyzed by AHP analysis technique. Findings The importance priority of Security was highest among five factors of Technologies Accept Mode in the first layer. The importance priority of Private&Permissioned type was highest among four modified versions of Block chain technologies in second low layer. The second importance priority was Private&Permissionless type. The strong point of Private&Permissioned type is to be able to protect personal information and have faster processing speeds. The advantage of Private& Permissionless type is to be also able to protect personal information as well as from forging and altering transaction data. We recognized that it should be necessary to develop new Block chain technologies that would enable to have faster processing speeds as well as from forging and altering transaction data.

SCM 시스템 선정을 위한 의사 결정 모델 (A Decision-making Model for SCM System Selection)

  • 서광규
    • 대한안전경영과학회지
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    • 제7권4호
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    • pp.165-177
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    • 2005
  • Supply Chain Management(SCM) system is a critical investment that can affect future competitiveness and performance of a company. Selection of a right SCM system is one of the critical issues. This paper provides the characteristic factors of SCM system selection and the SCM system evaluation and selection model based on Analytic Hierarchy Process(AHP). The proposed model can systematically construct the objectives of SCM system selection to support the business goals. A empirical example demonstrates the feasibility of the proposed model and the model can help a company to make better decision-making in selecting SCM system.

AHP 및 Fuzzy 의사결정 모형을 활용한 반도체 장치라인의 CTP 선정 방법론 개발 (Development of CTP Selection Methodology of Semiconductor Equipment Line Using AHP and Fuzzy Decision Model)

  • 정재환;김정섭;김여진;이종환
    • 반도체디스플레이기술학회지
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    • 제20권2호
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    • pp.6-13
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    • 2021
  • Cases and studies on the selection method of CTQ are relatively active, but there are few cases or studies on the selection method of CTP which is important in the device industry. In fact, many companies simply select and manage CTP from the point of contact based on their experience and intuition. The purpose of this study is to present an evaluation model and a mathematical decision model for rational and systematic CTP selection to improve the process quality of semiconductor equipment lines. In the evaluation model, AHP (Analytic Hierarchy Process) analysis technique was applied to show objective and quantitative figures, and Fuzzy decision-making model was used to solve the ambiguity and uncertainty in the decision-making process. Decision Value (DV) was presented. The subjects were 22 process factors managed in the Plating Process that the representative equipment line can do. As a result, the evaluation model proposed in this study can support more efficient and effective decision-making for process quality improvement by more objectively measuring the problem of subjective CTP selection in manufacturing sites.

감영 복원사업의 계획수립을 위한 의사결정 지원 모델 구축 (Decision Support Model for Establishing Plans of Gamyeong Restoration Project)

  • 김종훈;한찬훈;안대환;차민수
    • 한국건축시공학회지
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    • 제23권6호
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    • pp.851-862
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    • 2023
  • 본 연구에서는 감영 복구사업 계획 수립을 위한 의사결정지원 모델 개발을 통해 감영의 우선 복원대상 건물 선정 업무에 객관적이고 체계적인 검토기준을 마련하였다. 제안된 모델은 문헌고찰을 통한 평가항목 도출과 이를 정립하기 위해 델파이 방법을 적용하였으며, 평가항목 가중치 부여를 위한 AHP 설문을 수행하였다. 도출된 지원모델은 복원대상 건물들 간의 상대적인 우선순위를 평가 항목별로 점수화하여 표현함으로써 복원예산 편성 시 합리적인 의사결정을 가능하게 하였다. 사례연구를 통해 본 연구에서 제안한 모델의 적용성을 검증하였다. 전문가 자문결과 본 연구의 모델이 실제 복원사업의 계획수립시 유용하게 활용될 수 있을 것으로 나타났다.

AHP모델을 이용한 홈 네트워크 헬스케어 서비스 기술표준화 우선순위 결정 (Priority Decision Making on Healthcare Service Technology Standardization in the Home Network using AHP model)

  • 이강대;강운구;이영호;박동균
    • 산업경영시스템학회지
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    • 제30권4호
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    • pp.21-29
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    • 2007
  • We derive priority decision making on healthcare service technology standardization in the home network through the decision support process with industry professionals. We configured a research group with 4 industrial areas including Industry, Academic, Research Institution and Medical Institution. And we also applied AHP methodology for the priority decision making. The research group decides an evaluation criteria which are consisted of marketability, technology, ripple effect, strategy for national policies in order to make a priority for healthcare service on a home network. And it is also decided 7 fields and 24 sub-fields, technically. In order to make a priority for the standardization, we use an AHP methodology, that is more objective and feasible, as a decision tool. After two-phase survey that consists of paper survey and face to face meeting, we get a conclusion that home healthcare content is at the top and then wireless home network follows it.

퍼지시스템을 토대로한 디자인 결정모델에서 AHP 적용에 관한 연구 (A Study on the Application of AHP to Design Decision Model on Fuzzy System)

  • 우세진
    • 한국지능시스템학회논문지
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    • 제16권3호
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    • pp.309-314
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    • 2006
  • 건축설계자들의 디자인 결정을 보조하고 설계자료들을 지원하기 위한 총합건축설계 지원시스템을 개발하기 위한 연구과정으로 선행연구에서 제안된 Fuzzy System을 토대로한 디자인 결정모델의 문제점들을 본 논문에서 보완하고자 한다. 특히, 공조설계자의 공조방식 결정과정에서 중요한 부분이라 할 수 있는 관련 설계요소들에 대한 특성과 영향정도를 논리적으로 결정과정에 반영 할 수 있는 방법을 제안하였다. 이를 위해서 의사결정방법의 하나인 AHP(Analystic Hierarchy Process)를 적정 디자인 값을 추론하는 과정에 적용하여 공조설계자의 공조방식 결정과정에 반영한 모델을 설정하였다

의사결정지원시스템 AHP의 편의성 개선을 위한 하이브리드 모형의 개발 (Development of AHP-MAUT Hybrid Model to Enhance Effectiveness of Decision Support System)

  • 배득종
    • 문화기술의 융합
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    • 제10권3호
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    • pp.421-426
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    • 2024
  • 계층화분석과정(analytic hierarchy process, AHP)는 쌍대비교를 이용하여, 사람들의 판단기준을 객관적인 수치로 변환해준다. 그런데 너무 많은 쌍대비교를 필요로 한다는 점이 문제이다. 본 연구의 목적은 표준 AHP보다 간편하면서도, 결과물은 유사하게 나오는 새로운 방식의 의사결정지원시스템을 만드는 것이다. 기존 연구들은 복잡한 쌍대비교 과정을 감소시키기 위하여 과정 분리(process separation) 방식을 가장 많이 사용하였다. 본 연구가 채택한 과정 분리 방법은 "분리와 혼합 방식"이다. 즉, 1)판단기준을 평가할 때는 정규 AHP 과정을 사용하고, 2)대안을 비교평가 할 때는 다속성효용모형(multi-attributive utility technique, MAUT)을 적용한다. 이 Hybrid 모형의 과정 감축효과를 이론적으로 도출하기 위하여 정보입력 횟수를 계산하는 산식을 만들었다. 그런 다음, 이 AHP-MAUT Hybrid 모형을 실제 분석 사례인 경기도 주민들이 분당-강남역 간 통근할 때 어떤 교통수단들을 선택하는지 분석하는 사례에 적용하였다. 그 결과 Hybrid 모형을 적용할 때 계산과정이 AHP 모형을 사용했을 때와 비교하여 42.03% 감소하였다. 그리고 Hybrid model을 적용한 주민들의 선택 결과와 표준 AHP를 이용한 주민들의 선택 결과를 서로 비교하였다. 혼동모형에서 도출한 두 모형 간의 선택 일치도(CA)는 82.1%로서, 상당한 정도로 일관성이 있다 할 수 있을 정도였다. 결론적으로 본 연구가 목적하는 바는 AHP보다 간단하고, 편리하면서도 동등하게 효과적인 의사결정지원시스템을 개발하는 것인데, AHP-MAUT Hybrid 모형이 그 목적에 부합하였다. 이런 결과에 힘입어 Hybrid 모형의 적용사례가 증가한다면, 그것이 표준 AHP의 대안 중 하나로 고려될 수 있다는 점이 본 연구의 기여이다.

Development of a Web-Based Solution Builder for Three-Step Decision Support System

  • Hwang, Heung-Suk
    • Industrial Engineering and Management Systems
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    • 제1권1호
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    • pp.58-63
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    • 2002
  • Recently a new multi-attribute analysis method is one of the evident areas of important points in the decision support system analysis. The area of decision support system may be broken into three primary area: idea generation, multi-attribute structured analysis method, and the integration of the results of analysis. This research developed an internet/intranet-based solution builder for a three-step decision support system in the view of 1) brainstorming for the idea generation, 2) analytic hierarchy process as a multi-attribute structured analysis method and 3) aggregating logic model to integrate the results of individual analysis. A computer program is developed and demonstrated in internet/intranet-based decision problem. This solution builder provides decision makers a good tool for remote group decision making.

WEB-BASED SIMULATION MODEL FOR MULTI-ATTRIBUTE STRUCTURED DECISION SUPPORT SYSTEM

  • Hwang, Heung-Suk;Cho, Gyu-Sung
    • 한국시뮬레이션학회:학술대회논문집
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    • 한국시뮬레이션학회 2001년도 The Seoul International Simulation Conference
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    • pp.44-49
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    • 2001
  • This paper is concerned with development of a multi-attribute structured decision model. In this study, we used AHP(analytic hierarchy process) and fuzzy set ranking methodology to overcome the multi-attributes structured decision problems ; such as multi-objective, multi-criterion, and multi-attributes. We proposed a 2-step approach : 1) individual evaluation and 2) integration of individual evaluations. In the first step, we define the performance factors and construct ana]isis structure, and in the second step performance evaluation by individual evaluators, and in second step, the results of individual evaluations are integrate. Also we developed a systematic and practical computer program to solve the problems according to the proposed methods. The proposed approach was known to be effective through a set of sample problems.

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