• 제목/요약/키워드: AHP

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A Production Method of Landslide Hazard Map by Combining Logistic Regression Analysis and AHP(Analytical Hierarchy Process) Approach Selecting Target Sites for Non-point Source Pollution Management Using Analytic Hierarchy Process

  • Lee, Yong-Joon;Park, Geun-Ae;Kim, Seong-Joon
    • 한국농공학회논문집
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    • 제49권3호
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    • pp.63-68
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    • 2007
  • The LRA(Logistic Regression Analysis) conducts a quantitative analysis by collecting a lot of samples and the AHP(Analytic Hierarchy Program) makes use of expert decision influenced by subjective judgment to a certain degree. This study is to suggest a combination method in mapping landslide hazard by giving equal weight for the result of LRA and AHP. Topographic factors(slope, aspect, elevation), soil dram, soil depth and land use were adopted to classify landslide hazard areas. The three methods(LRA, AHP, the combined approach) was applied to a $520km^2$ region located in the middle of South Korea which have occurred 39 landslides during 1999 and 2003. The suggested method showed 58.9% matching rate for the real landslide sites comparing with the classified areas of high-risk landslide While LRA and AHP Showed 46.1% and 48.7% matching rates respectively. Further studies are recommended to find the optimal combining weight of LRA and AHP with more landslide data.

공리적설계 기반의 내부종속 AHP를 이용한 국방무기 해외 구매사업의 무기성능 평가방법 개발 (Development of Evaluation Method for Performance of Weapon System using Axiomatic Design based Inner Dependence AHP)

  • 조현기;김우제
    • 경영과학
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    • 제29권3호
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    • pp.45-65
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    • 2012
  • Test and evaluation of weapon system is an important task to evaluate the performance of overseas weapon system purchasing project. Especially, quantitative evaluation of performances is hardly completed in defense projects where multiple criteria are conflicted each other. In order to solve this problem, we apply Axiomatic Design (AD) and Inner Dependence AHP method. First, finite functional requirements (FRs) are categorized in hierarchy structure by selecting proper design parameters (DPs) to implement their corresponding FRs. If there are no ways to select DPs when design is coupled between FRs and DPs, then inner dependence is allowed to overcome the strict rule of independence in AHP. Second, the weights of DPs are calculated by applying both Inner Dependence AHP method for coupled design and normal AHP method for uncoupled or decoupled design. Finally, information axiom of AD is applied to the proposed weapon systems by calculating information contents for all parameters. Weapon system with minimum sum of information contents is considered as the best solution. The proposed method in this study should be used in multiple criteria decision making problems involving various conflicting criteria.

AHP에 의한 조선기업의 작업능률향상을 위한 과업관련기법의 선택 (An AHP Approach to Select the Task Related Technique for Work Efficiency Improvement in Shipbuilding Enterprise)

  • 김태수;이강우
    • 산업경영시스템학회지
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    • 제30권2호
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    • pp.67-74
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    • 2007
  • The objective of this research is to select the most effective technique among task related techniques(motion & time study, job redesign, physical environment improvement) for improving work efficiency in shipbuilding enterprise. This study consists of several principal steps. The first step is to design critical criteria in evaluating work efficiency in ship-building enterprises. The second step is to develop sub-criteria of the critical criteria. The third step is to develop a four level AHP(Analytic Hierarchy Process) structure using the critical criteria, sub-criteria and techniques among task related techniques. The fourth step is to develop the pairwise comparison matrix at each level of AHP structure, which was based on survey data collected at the H heavy industry. And the last step is to select the most effective technique among task related techniques using AHP analysis. The result of AHP analysis has shown clear difference in priority among task related techniques in terms of work efficiency of the shipbuilding enterprise: The reduction of normal time is more important than the reduction of allowance time in improving of the work efficiency. Motion & time study is the most important technique for the reduction of normal time, and physical environment improvement is the most important technique for the reduction of allowance time as well.

프로젝트경영 관련 연구 논문 평가 - K.M.A.S-S. Al-Harbi의 'Application of AHP in Project Management' 논문을 대상으로 - (Paper Evaluation of 'Application of AHP in Project Management' by K.M.A.S-S. Al-Harbi)

  • 김민철;하태현
    • 디지털융복합연구
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    • 제8권1호
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    • pp.81-92
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    • 2010
  • 본 연구는 프로젝트 경영 분야 중 Al-Harbi (2001)의 논문을 Pyrczak (2008)이 제시한 평가절차에 의하여 분석하였다. 분석 대상으로 선정된 Al-Harbi (2001)의 논문은 프로젝트 경영에서 의사결정방법론으로서의 AHP (Analytical Hierarchy Process) 적용 가능성을 제시하였다. 이러한 논문의 평가를 위해서 여러 절로 구분하여 Pyrczak (2008)에서 제시하는 분석표에 의해 논문을 세부적으로 평가하였다. 본 연구는 연구 논문의 평가 방법을 정량화된 수치에 의해 보여줄 수 있음을 제안했다는 점에의 의미를 갖고 있다.

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컨테이너항만의 경쟁력 측정방법:AHP와 DEA접근 (A Measurement Way of Competition Power of Container Port: AHP and DEA Approach)

  • 박길영;오성동;박노경
    • 한국항만경제학회지
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    • 제21권1호
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    • pp.133-151
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    • 2005
  • The purpose of this paper is to investigate the international competition power between Korean ports and Chinese ports according to the port efficiency scores of DEA(Data Envelopment Analysis) by newly introducing the priority vector of AHP(Analytic Hierarchy Process) to the DEA method. Empirical analysis shows the followings: First, there was not big changes of DEA rankings when we use the input-oriented CCR and BCC models after introducing the AHP priority vectors to the input variables. Yantian Port's competition power was declined, but that of Busan Port was up in the BCC model. Second, there was some changes of DEA rankings when we use the output-oriented CCR and BCC models after introducing the AHP priority vectors to the output variables. Rankings of Dalian, Qingdao, Shanghai Ports were up. But Shekou, Yantian Ports showed the declined ranking position in the CCR model. In the BBC model, rankings of Shanghai and Busan Ports were up. But those of Shekou and Yantian Ports were declined. The main policy implication based on the findings of this study is that The Ministry of Maritime Affairs & Fisheries in Korea and China should introduce AHP and DEA approaches when they measure the international competition power by using the porrt efficiency scores of DEA.

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AHP에 의한 조선기업의 생산성과 향상기법의 선택 (An AHP Approach to Select the Technique to Improve the Manufacturing Performance in Shipbuilding Enterprise)

  • 김태수;이강우
    • 산업경영시스템학회지
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    • 제29권4호
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    • pp.43-50
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    • 2006
  • The objective of this research is to select the most effective technique from AMT (Advanced Manufacturing Technologies) and IMP (Innovative Management Practices) for improving manufacturing performance in shipbuilding enterprises. The research consists of several principal steps. The first step is to design critical criteria in evaluating manufacturing performance in shipbuilding enterprises. The second step is to develop sub-criteria of the critical criteria. The third step is to develop a four level AHP (Analytic Hierarchy Process) structure using the critical criteria, sub-criteria and techniques from AMT and IMP. The fourth step is to develope the pairwise comparison matrix by each level of AHP structure, which was based on survey data collected at the H heavy industry. And the last step is to select the most effective technique from AMT and IMP by using AHP analysis. The results of AHP analysis did not show clear difference in priority between techniques of AMT and IMP in terms of manufacturing performance of the shipbuilding enterprise. Thus, each critical criterion was assigned modified weights and examined the priority change of techniques by conducting performance sensitivity analysis.

AHP방법을 이용한 도심지 홍수취약성 (Urban Flood Vulnerability using AHP Method)

  • 황난희;박희성;정건희
    • 한국수자원학회:학술대회논문집
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    • 한국수자원학회 2019년도 학술발표회
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    • pp.392-392
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    • 2019
  • 현재 세계적으로, 홍수를 비롯한 자연재해로 인한 피해가 증가하고 있다. 우리나라의 경우, 매년 여름철에 발생하고 있는 장마로 인해 지역 곳곳에 침수피해가 심각해지고 있으며, 이에 대한 피해액 또한 증가하고 있는 실정이다. 또한, 여러 재해의 피해반복과 새롭게 반복되는 건축물 설계로 인해 지형이 바뀌고 있으며, 이로 인해, 기존의 실시된 홍수취약성 분석결과가 현실적으로 반영이 되기 힘든 상태이다. 피해를 줄이기 위해서는 변형된 환경에 맞춰 새로운 홍수취약성 분석을 실시하여 지역의 우선순위를 파악하여야 한다. 본 연구에서는 우리나라중 인구와 건물밀집도가 가장 높은 서울시 25개 구를 대상지역으로 선정하였으며, 인자들을 Pessure-State-Response (PSR) 구조로 나누었다. 압력지수(PI) 에는 유역면적, 주택 수 등 9개의 인자로, 상태지수(SI)는 연 홍수 피해액 등 4개의 인자로 선정하였으며, 대책지수(RI)의 경우에는 재정자립도, 홍수복구금액등 7개의 인자로 나누었다. 분석방법으로는 의사결정과정에서 발생할 수 있는 불확실성을 정량적으로 반영한 AHP방법과 AHP방법에 Fuzzy이론을 결합한 Fuzzy AHP 방법을 통해 각각의 결과를 비교분석하였다. 그 결과, 3개의 지수 모두 인자들의 지역별 취약순위가 바뀌었다. 본 연구의 결과를 바탕으로 홍수 방재 관련 정책 수립 등의 사업 등을 실시할 경우 해당지역에 대한 우선순위를 판단하는데 도움이 될 것으로 판단된다.

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Applying AHP in Evaluation the Distribution Science of Suppliers for Retails in Vietnam: Case of Saigon Co-op Mart

  • NGUYEN, Nhu-Ty
    • 유통과학연구
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    • 제19권3호
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    • pp.35-47
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    • 2021
  • Purpose: Retailing is a very special sector because it demonstrates the effectiveness of combined products and services to create business values. In this study, the author wants to investigate particular areas in the distribution sciences of the purchasing process in Coopmart (Saigon Coop-Vietnam), which is about sauces and seasoning. Research design, data and methodology: The data were collected by experts of Saigon coop, which first went through the Delphi method to choose criteria and sub-criteria for the Analytic Hierarchical Process (AHP). Results: After a long process of calculation based on AHP, the final supplier is chosen according to experts' interview; Masan is the most potential candidate to be the main supplier of sauces and seasoning to Coop mart. Therefore, it is necessary to apply the typical methods such as quantitative analysis of this process - AHP. With the aim of increasing the computational content of the evaluation process suppliers, especially the comparison of suppliers in the same industry as AHP has shown. This enables analyses of all the providers to be more scientific. Conclusions: Thus, this paper would help the facility managers ensure objectives to the reasonable decision, which can be based on AHP to get more information, implement plans and get strategic collaboration with suppliers.

AHP를 이용한 유제품 구매 요인의 중요도: 전문가 집단과 소비자 집단의 차이를 중심으로 (The Importance of Dairy Purchasing Factors Using AHP: Focusing on the Difference Between Expert Group and Consumer Group)

  • 김수경;이정승
    • 한국콘텐츠학회논문지
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    • 제21권8호
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    • pp.177-183
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    • 2021
  • 본 연구는 유제품 구매에 영향을 미치는 요인을 전문가 집단과 소비자 집단에 따른 차이를 비교하고 그 원인을 AHP 분석을 이용하여 실증 분석한 연구이다. 선행연구를 바탕으로 총 4개의 주요인을 선정하였고, 이들은 제품, 마케팅, 품질, 그리고 사회적 요인들이었다. 선정된 4개 요인으로 전문가 집단과 소비자 집단의 설문 조사를 통해 AHP 분석을 실시한 후 두 집단 간 격차를 분석하였다. 두 그룹 간 격차가 가장 큰 요인은 마케팅의 세부요인인 브랜드로 나타났으며, 다음으로 품질의 세부 요인인 위생으로 나타났다. 본 연구는 우유 및 유제품 품질 선택 요인에 대한 전문가 집단과 소비자 집단의 선택 요인의 중요도와 차이를 분석함으로써 연구의 결과를 통해 관련 산업의 발전에 기여할 것이다.

Crisis Management Strategy for the Korean MICE Industry Using SWOT-AHP-TOWS Analysis

  • Kim, Yongsuk
    • Journal of Korea Trade
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    • 제25권6호
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    • pp.34-56
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    • 2021
  • Purpose - This study presents strategies to overcome the COVID-19-induced crisis in Korea's meetings, incentives, conferences, and exhibitions (MICE) industry. It aims to quantitatively identify the environmental factors affecting the industry and their degree of influence, and derive optimal countermeasures. Design/methodology - The study applied the SWOT-AHP-TOWS framework. An AHP analysis was first performed within the SWOT frame, and then a TOWS analysis was conducted using the results of the SWOT-AHP analysis. In the AHP analysis, the number of pairwise comparison questions was limited to four for each SWOT factor to increase the consistency of responses by reducing the burden on respondents. Findings - The plunge in demand (threats factor) has had an overwhelming impact on the MICE industry, more than any other environmental factor. To overcome the crisis, the ST alternative that takes advantage of dynamic pop culture to minimize the business damage caused by the plunge in demand was the top priority measure. Based on the results, this study presents suggestions for overcoming the crisis in the MICE industry. First, the industry should develop profitable business models to supplement scarce financial resources by exploiting Korea's success with quarantine management. Second, the government must provide emergency relief funds or bailout support to protect MICE facilities and employees. Originality/value - Unlike previous work on the MICE industry, this study utilized the SWOT-AHPTOWS framework to derive quick research results in an abnormal situation. This approach can be expanded to other countries with different industrial environments and situations. Additionally, when applying this method to MICE sub-sectors, countermeasures should be tailored to each field.