• Title/Summary/Keyword: Fuzzy AHP method

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Fuzzy Sensor Algorithm for Traffic Monitoring applied by the Analytic Hierachy Processs (AHP기법을 활용한 교통량조사 퍼지센서 알고리즘)

  • Jin, Hyun-Soo
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 2008.04a
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    • pp.276-285
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    • 2008
  • Traffic monitoring method is mainly loop detector and piezo sensor. But this method is only detecting the number of vehicle. Monitoring traffic volume is not checking the number of vehicle but checking the length of access road, width of road, number of passing people,passing vehicle,delayed vehicle. The traffic signal control cycle is not fixed by only passing vehicle number but all related traffic proposal. This paper proposed selecting common characteristic out of each unrelated traffic proposal through Analytic Hierachy Process and this characteristic is applied to compose fuzzy sensor algorithm which find out new traffic volume concept of confusion degree. The accumulated delayed vehicle time is shorter in new fuzzy sensor algorithm applied by AHP than other traffic method

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An Effective Fuzzy Multi-Criteria Decision Making Methodology in the Intersectional Dependence Relations (교차종속관계하에서의 효율적인 퍼지 다기준의사결정법)

  • 심재홍;김정자
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.21 no.45
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    • pp.11-23
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    • 1998
  • This paper presents a more efficient evaluation of alternatives by use of multi-criteria decision making methodlogy under fuzzy intersectional dependence relations. The performance evaluation of most systems such as weapons, enterprise systems etc. are multiple criteria decision making problems. The descriptions and judgements on these systems are usually linguistic and fuzzy. The traditional methods of Analytic Hierarchy Process(AHP) are mainly used in crisp(non-fuzzy) decision applications with a very unbalanced scale of judgements and rank reversal. To overcome these problems, we will propose a new, general decision making method for evaluation models using fuzzy AHP(FAHP) under fuzzy intersectional dependence relations. The T.M.S alternatives A, B and C will be evaluted by the Fuzzy Analytic Hierachy Process (FAHP) based on entropy weight in this study. We will use symmetric triangular fuzzy numbers to indicate the relative strength of the elements in the hierachy and degree of intersection between criteria. These problems are evaluated by five criteria : tactical criteria, technology criteria, maintenance criteria, economy criteria, advacement criteria.

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A Method of consciousness Structure Analysis Using Analytic Hierarchy Process (AHP를 이용한 의식구조분석법)

  • 황승국
    • Journal of the Korean Institute of Intelligent Systems
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    • v.6 no.4
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    • pp.61-70
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    • 1996
  • This paper deals with consciousn~s structure by means of human subjective judgement. Fuzzy structural modeling which is a modeling method for consciousness structure have the large number of pairwise comparigon by human subjective judgement, is difficplt to check the consistency index which denotes the precision for human judgement. To improve these points, we set the structure of consciousness by fuzzy structural modeling method using the concept of pairwise compariqon matrix in AHP. The efficiency of this method is showed by means of the consciousness structure graph to the qyality system construction.

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Evaluation of Creative Space Efficiency in China' Provinces Based on AHP Method

  • Hu, Shan-Shan;Kim, Hyung-Ho
    • International journal of advanced smart convergence
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    • v.9 no.4
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    • pp.52-61
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    • 2020
  • The AHP method was used in 30 provinces of China to construct the index system of creative space efficiency evaluation and determine the weight of each index. The fuzzy comprehensive evaluation method was further used to score the indexes at all levels, and then the total efficiency score was sorted. The purpose of this study is to adjust the regional layout of creative space reasonably and implement financial policies accurately through the evaluation of the efficiency of creative space. The results is ranking top in weight of several indicators, which include the number of incubated Startups, the number of innovation and entrepreneurship mentors, the survival rate of incubator, the innovative training activities, etc. It was also found that Beijing, Shanghai, Jiangsu, Guangdong and Zhejiang ranked first in the score of creative space efficiency. This study is meaningful in that it was In order to effectively solve the problem of the imbalance of the creative space efficiency in China's province, by coordinating the regional pattern, establishing a sound service system and improving the efficiency evaluation system.

A Suitability Evaluation Method for Quantitative Assessment of Intrusion Tolerant System using AHP-Fuzzy Integral (AHP-퍼지적분을 이용한 침입감내 시스템 도입 적절성 평가를 위한 정량적 평가방법 연구)

  • Yu, Kwang-Jin;Lee, Jae-Wook;Bae, Seong-Jae;Cho, Jae-Ik;Moon, Jong-Sub
    • Journal of KIISE:Computer Systems and Theory
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    • v.36 no.2
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    • pp.87-93
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    • 2009
  • Intrusion tolerant system enables essential services to maintain for a period of time under system failure, malicious attacks and is gaining more importance in national defense, communication infrastructure, and financial sector. However, few objective evaluation criteria for companies and agencies to introduce an appropriate system are available. This paper proposes a suitability evaluation method, using Analytic hierarchy process and fuzzy integral, for intrusion tolerant system, along with evaluation criteria which considers the characteristics and costs of systems in addition to other factors.

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

  • Woo Se-Jin
    • Journal of the Korean Institute of Intelligent Systems
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    • v.16 no.3
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    • pp.309-314
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    • 2006
  • As a part of study to develop a building design support system for architectural designer's design decision process, the drawbacks of fuzzy system-based design decision model suggested in the previous study have been made up for. A method of logically taking the characteristic and impact of design elements into designing HVAC type was suggested. For purpose of mirroring HAVC designer's working process, a model was developed using AHP, a way of decision making process in the inference process of optimum design values.

Critical Success Factors of TQM Implementation in Vietnamese Supporting Industries

  • TRANG, Tran Van;DO, Quang Hung
    • The Journal of Asian Finance, Economics and Business
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    • v.7 no.7
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    • pp.391-401
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    • 2020
  • The objective of this study is to prioritize the Total Quality Management (TQM) factors based on fuzzy Analytical Hierarchy Process (AHP) method in Vietnamese supporting industries. Through an in-depth literature review, eight criteria were identified. These criteria were then divided into 32 sub-criteria. The fuzzy AHP is used to determine the percent weightings of eight categories of performance criteria that were identified via a review of the quality-management literature. These criteria include management commitment, role of the quality department, training and education, continuous improvement, quality policies, quality data and reporting, communication to improve quality, and customer satisfaction orientation. An empirical analysis of the criteria of each stage using the fuzzy AHP methodology and the expert opinion of quality management are used to evaluate the percent weightings of the criteria and sub-criteria that are synonymous with TQM implementation. The results showed that management commitment is the most critical factor; among sub-criteria, supports and responsibilities of top management is the most important. The study also identified the rank order of critical success factors of TQM. The findings suggest a generic hierarchy model for organizations to prioritize the critical factors and formulate strategies for implementing TQM in supporting industries, as well as other industries in Vietnam.

An Empirical Study on the Importance of Sales Agency in Apartment Sale by AHP and Fuzzy Analysis (AHP 및 Fuzzy 분석을 통한 분양대행사의 분양성 결정요인 중요도 분석)

  • Park, Hyung Nam;Eum, Soo Won
    • Journal of Digital Contents Society
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    • v.19 no.7
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    • pp.1365-1372
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    • 2018
  • The purpose of this study is to analyze the importance of the determinants of housing sales agency's role in the sale of apartment housing. For this purpose, a hierarchical decision model was constructed to understand the role and importance of the sales agency. The analytical variable items structured by the research model were set up through literature review, precedent research, and expert brainstorming. The questionnaire consisted of two comparisons for AHP analysis and the importance of absolute importance for fuzzy analysis. Afterwards, the work of correcting the importance was carried out. As a result of the analysis, it was found that the contractor prioritized the sale conditions and the sales agency had priority over the planning for the sale. As a result of analysis, planning of customer pre-sale counseling data, planning of client subscription and contract maximization plan, planning method of advertisement public media method were found to be the most important factors. The results of measurement of absolute importance(fuzzy) & relative importance(,AHP) showed similar tendency. Therefore, it can be seen that the timing of the model house operation is an important period in which the subscription rate depends on the role of the sales agency and the marketing strategy.

An Effective Availability Method for NEIS using Fuzzy AHP Technique (Fuzzy AHP 기법을 이용한 NEIS의 효과적 활용방안)

  • Kim, Won-Ki;Seo, Kwang-Kyu
    • Proceedings of the KAIS Fall Conference
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    • 2007.11a
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    • pp.406-409
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    • 2007
  • 본 연구는 교육행정의 합리화와 정보화를 위해 일선 교육현장에서 구축되어 활용하고 있는 교육행정정보시스템(National Education Information System; NEIS)에 대해 시스템의 운용실태와 문제점을 분석하고 NEIS의 효과적인 활용방안을 모색하기 위한 목적을 가지고 있다. 이러한 목적을 달성하기 위하여 본 연구에서 NEIS의 효과적인 활용에 영향을 미치는 영향을 도출하여, 이를 계층화하여 계층모델을 구성하고 구성요인의 중요도 평가를 통해 NEIS의 효과적 활용방안을 분석하고자 한다. 본 연구에서는 NEIS의 성과분석을 위하여 성과척도를 관리적 요인과 기술적 요인별로 분류하고 각 요인별 중요변수를 설정하였고, NEIS의 효과적 활용에 미치는 요인의 중요성 산출을 위하여 Fuzzy AHP 기법을 이용하여 1단계 관리적 요인 및 기술적 요인과 그 하위 요인을 구성하여 중요 요인간 분석을 실시하였다.

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A study on Operation factors the Used automobile logistics complex using Fuzzy-AHP (Fuzzy-AHP를 활용한 인천항 중고자동차 물류단지 운영 성공요인에 대한 연구)

  • Kim, Byung-Hwa;Cha, Young-Doo;Ma, Hye-Min;Yeo, Gi-Tae
    • Journal of Digital Convergence
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    • v.15 no.7
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    • pp.97-109
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    • 2017
  • Domestic vehicle penetration rate is growing at 3% per year, but consumers are increasingly buying used cars due to steady price hikes Nevertheless, the used car export market is expected to decline due to import regulations of major countries and the low grade environment of Used car export complex. Therefore, this study using Fuzzy-AHP was aimed to find operational factors of Used car logistics complex and establish a practical management plan of Used car logistic complex in incheon port. Fuzzy-AHP is the method that can be calculated weight of multi-level criteria and change linguistic ambiguity of human to Fuzzy Number. So it's able to propose the realistic decision making alternatives. As a result of the literacture reviews, present study focused on the analysis of the present situation of the logistics of the used car and the activation of the complex, suggested the activation plan and activation of the logistics complex. In the analysis of operational factors, logistic complex cost factors were found to be the most important factors by recording the weighted value of 0.306 in the above factors. The detailed factors were as follows: rent, accessibility, and logistics site size. It is necessary to compute competitive rent for the highly-advanced used car logistics complex, and to realize the rental support policy and to consider designating the free trade zone. In addition, it is necessary to expand the access infrastructure and secure the scale of the company for overseas buyers, and it is necessary to improve the overall government laws and introduce IT system for the future.