• Title/Summary/Keyword: Fuzzy-AHP Analysis

Search Result 106, Processing Time 0.023 seconds

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

  • Hwang, Heung-Suk;Cho, Gyu-Sung
    • Proceedings of the Korea Society for Simulation Conference
    • /
    • 2001.10a
    • /
    • pp.44-49
    • /
    • 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.

  • PDF

A Study on the Priority Analysis of Information Systems Audit Evaluation Factors using Fuzzy-AHP Method (Fuzzy-AHP 기법을 이용한 정보시스템 감리서비스 평가항목에 대한 우선순위 분석에 관한 연구)

  • Kyung, Tae-Won;Kim, Sang-Kuk
    • Information Systems Review
    • /
    • v.10 no.3
    • /
    • pp.155-183
    • /
    • 2008
  • Current trend of audit is to check the physical aspects of developed information system, such as checking the budget constraints, time constraints or functional fluency etc. However, ultimate goal of information system is to help the organization to achieve the competency over their competitors. Also, there are three different interest groups in system auditing, like audit requesting group, audited group and audit group, who may have different points of interests in auditing. Current auditing process, however, ignores this point, and so does not check the differences between three groups. This study tries to develop new auditing method to cure these two problems. Contributions of this study may be summarized as follows. First, Introduce the new indexes that can check the possibility that the information system may contribute the competency of organization. Also check the feasibility of indexes through Fuzzy AHP. Second, Divide the audit related person into three groups, and their different needs toward the information system was analyzed. Third, Analyze and compare the main interests of three groups, and weights of each groups to each indexes were calculated. Fourth, Fuzzy theory was applied to quantify the qualitative answers, which may minimize the ambiguity of questionnaire replies.

A study on the Estimation of Weight of Purchasing Power Indicator for Export Market Selection of Defense Industry Products (방산물자 수출시장 선정을 위한 구매력 지표의 가중치 산정에 관한 연구)

  • Joo, E-Wha;Shim, Sang-Ryul
    • Korea Trade Review
    • /
    • v.44 no.1
    • /
    • pp.193-205
    • /
    • 2019
  • It is important to accurately analyze the various factors such as the local situation of the purchasable countries and the international situation in order to export defense industrial goods developed in Korea and to enter overseas markets based on the results. In the case of defense materials, unlike the civilian sector, there are a limited number of countries with high export potential. Therefore, to select a possible export market, it is necessary to consider the purchasing power index through the examination of the purchasability of the exportable market. Therefore, the present study chose a total of 18 purchasing power indicators in five major categories of economic power, military power, defense science and technology level, friendly relations with Korea, and possibility of dispute. By calculating each weight with AHP and Fuzzy-AHP analysis, the results was presented the purchasing power index and the weighting. Based on the results will contribute to the study on the method of selecting the export market of the defense materials and the establishment of the export policy of the defense industry.

Evaluating Level of Quality for the Skyteam Cargo Services (스카이팀 카고의 서비스 품질에 대한 평가)

  • Na, Ji-Eun;Park, Yong-Hwa;Yun, Sin
    • Journal of Korean Society of Transportation
    • /
    • v.29 no.6
    • /
    • pp.75-83
    • /
    • 2011
  • This research explores the relative importance of factors and service items that influence the air cargo service quality for provision services by the Skyteam Cargo in the Korean market. In general, the Skyteam Cargo provides a package of services which are different functions and operations of service such item as Equation Heavy (heavy and large express freight), Equation (small express freight), Variation (special freight), and Dimension (general freight). To carry out the research, the expert questionnaire survey, the Analytic Hierarchy Process (AHP) analysis had adopted to evaluate the level of quality for the provision air cargo operation services by the Skyteam Cargo at Incheon International Airport. Based on an expert survey and the AHP, five core service factors, namely, infrastructure as installed facilities, reliability, promptness, efficiency, and safety are defined.

Risk Assessment of Submerged Floating Tunnels based on Fuzzy AHP (퍼지 AHP를 이용한 수중터널의 재해위험도 분석)

  • Han, Sang-Hun
    • Journal of the Korea Academia-Industrial cooperation Society
    • /
    • v.13 no.7
    • /
    • pp.3244-3251
    • /
    • 2012
  • In the construction and operation of large marine structure, hazard risk analysis is one of important factors. Therefore, this paper investigates the hazard risk indexes and evaluates the risk level in the construction and operation of SFT on the basis of expert survey and Fuzzy analytic hierarchy process. Hazard risk is divided into natural hazard risk (earthquake, typhoon, tsunami, and ice collision) and human factor hazard risk (fire, explosion, traffic accident, ship or submarine collision). Also, the influence of hazard risk indexes on SFT was evaluated in tunnel tube, supporting system, ventilation tower, foundation, and connection part. As the hazard risk level of SFT is compared with those of bridge, underwater tunnel, and immersed tunnel, the intrinsic risk level of SFT was evaluated. Tsunami and earthquake had higher risk level in natural hazard risk, and the risk levels of fire and explosion were higher in human factor hazard risk. Hazard risk level of SFT was 1.4 times higher than immersed tunnel, and 3.2 times higher than bridge.

Failure Modes and Effects Analysis by using the Entropy Method and Fuzzy ELECTRE III (엔트로피법과 Fuzzy ELECTRE III를 이용한 고장모드영향분석)

  • Ryu, Si Wook
    • Journal of the Korea Safety Management & Science
    • /
    • v.16 no.4
    • /
    • pp.229-236
    • /
    • 2014
  • Failure modes and effects analysis (FMEA) is a widely used engineering tool in the fields of the design of a product or a process to improve its quality or performance by prioritizing potential failure modes in terms of three risk factors-severity, occurrence, and detection. In a classical FMEA, the risk priority number is obtained by multiplying the three values in 10 score scales which are evaluated for the three risk factors. However, the drawbacks of the classical FMEA have been mentioned by many previous researchers. As a way to overcome these difficulties, this paper suggests the ELECTRE III that is a representative technique among outranking models. Furthermore, fuzzy linguistic variables are included to deal with ambiguous and imperfect evaluation process. In addition, when the importances for the three risk factors are obtained, the entropy method is applied. The numerical example which was previously studied by Kutlu and Ekmekio$\breve{g}$lu(2012), who suggested the fuzzy TOPSIS method along with fuzzy AHP, is also adopted so as to be compared with the results of their research. Finally, after comparing the results of this study with that of Kutlu and Ekmekio$\breve{g}$lu(2012), further possible researches are mentioned.

A Study on Evaluation of Green Logistics in Korean Large Logistics Corporations (우리나라 대형물류 기업의 녹색 물류 평가에 관한 연구)

  • Kim, Young-Hwan;Pak, Ji-Yeong;Jung, Kyung-Ae;Mun, Jong-Roung;Yeo, Ki-Tae
    • Journal of Korea Port Economic Association
    • /
    • v.26 no.4
    • /
    • pp.1-18
    • /
    • 2010
  • The purpose of this paper is to evaluate the green logistics of Korea enterprises. According to participate pan-nationally about environment problems, the field of logistics is required to transfer green logistics like increase efficiency of using energy and construct economic systems. And also environment-friendly policies of enterprises are playing important role. So authors selected and analysed factors through precedent study and questionnaire. Selected factors are cultivation about environment-friendly policy awareness to employees, Utilization environment-friendly resources, decrease of atmosphere pollution substance, company's promotion of outside environment-friendly policy. In order to shed light on these problem, fuzzy AHP method is adopted and the factor of cultivation about environment-friendly policy awareness to employees is the highest weight. And also result of the highest weight between enterprises that set policies about green logistics and factors' are The Korean Air, Glovis, Korea Express synthetically.

A Study on the Evaluation of the Logistics Service Quality of Container Terminal Operators (컨테이너터미널 운영사의 물류서비스 품질 평가에 관한 연구)

  • Park, Eun-Kyoung;Kim, Hyun-Duk;Lee, Kwang-Bae
    • Journal of Korea Port Economic Association
    • /
    • v.25 no.1
    • /
    • pp.47-62
    • /
    • 2009
  • The paper attempts to identify the Logistics Service Duality of Container Terminals and to test the model by using of the Analytic Hierarchy Process(AHP). Also, the research assess the practical competitiveness of Container Terminals in Kwangyang by Fuzzy technique. To conclude, we can make the following observations: (1) we classifies the Logistic Service Quality into five attributes such as Tangibility, Reliability, Responsiveness, Assurance, Empathy, (2) Assurance is drawn to the most important attribute, (3) There is a significant disparity between the operators and the users in the relative importance of the Logistics Service Quality Attributes of Container Terminal, (4) In the result of analysis of the terminals' competitiveness, C Terminal is extracted as the most superior operator. In Addition, we hope to provide useful contribution to increase Gwangyang container terminal's competitiveness and offer some insight in further research.

  • PDF

A Study on the Decision-Making Factors of Street Turn Platform (복화운송 플렛폼 사용의사 결정요인 분석에 대한 연구)

  • Kim, Ki-Yong;Gong, Jeong-Min;Nam, Tae-Hyun;Yeo, Gi-Tae
    • Journal of Navigation and Port Research
    • /
    • v.41 no.6
    • /
    • pp.401-408
    • /
    • 2017
  • The Street Turn system in South Korea has been developing continuously with the advancement of information technology; however, this has not lead to an increase of the Street Turn transportation volume. As a result, this study presents the decision-making factors for using the system from the standpoint of users of the existing Street Turn transportation system. The people who have used domestic Street Turn transportation services or who are working in a shipping company were analyzed using Fuzzy-AHP. A total of five major factors and 17 detailed factors were derived from this analysis. As a result, timeliness was selected as the most important major factor, and in particular, the information provision time (0.207) was selected as the most important factor, followed by platform use process (0.079), and number of participating shippers (0.074).

A Study on vitalization of the Pohang Yeongil Port and its hinterland in the post Covid-19 pandemic (포스트 코로나 시대 지역거점항인 포항영일만항과 배후단지 활성화 방안에 관한 연구)

  • Kwak, Dong-Wook;Lee, Sung-Woo;Kim, A-Rom;Seo, Young-Joon
    • Journal of Korea Port Economic Association
    • /
    • v.38 no.1
    • /
    • pp.73-86
    • /
    • 2022
  • This study aims at investigating measures to vitalize the Pohang Yeongil New Port and its hinterland in the context of the post Covid-19 pandemic. To identify appropriate strategies, an SWOT analysis combined with fuzzy-AHP(Analytic Hierarchy Process) was applied for strategical priority. Among the SWOT factors, weaknesses and threats were found to be critical. At a more detailed level, the strategic priorities were given to insufficient infrastructure (W), neighboring ports (T), insufficient shipping network (W), low service level (W) and South-North Korea relationships (T). Given these results, several strategies to overcome core weaknesses and threats of the Pohang Yeongil Port were suggested. The results of this study may provide valuable insights for port policy makers.