• Title/Summary/Keyword: Fuzzy Evaluation

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Performance Evaluation of Distributed Processing System using Fuzzy Queueing Network Model (퍼지 큐잉네트워크모델을 이용한 분산처리시스템의 성능평가)

  • 추봉조
    • Journal of the Korea Society of Computer and Information
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    • v.6 no.4
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    • pp.138-145
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    • 2001
  • In this paper, we propose fuzzy closed BCMP queueing network model for the performance evaluation of distributed processing system. Which has the ambiguous service requirements of job to servers and service rates of server according to network environments. This model can derive the measures for system Performances using fuzzy mean value analysis which can process the fuzzy factors. Computer simulation has been performed for verifying the effectiveness of derived equations of performance evaluation according to service requirements of job and the numbers of clients.

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Serviceability Evaluation of Asphalt Pavement Using Fuzzy Set System on Personal Computer (PC에서 퍼지?을 이용한 아스팔트 포장의 기능수행가능성 추정)

  • Kim, Kwang Woo;Park, Je Seon;Lee, Seong Nam
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.13 no.5
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    • pp.123-134
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    • 1993
  • This study was deviced to apply fuzzy concepts to pavement serviceability evaluation. An evaluation model was developed based on workmanship of pavement during construction, external load on pavement and current distress level. Five rating fuzzy sets, three weight fuzzy sets were developed based on the concept that the most appropriate balance was achieved in Gd which was established for grading the fuzzy overall rating results. Evaluation criteria and corresponding fuzzy rating scale were suggested. A computer program for evaluating serviceability based on the criteria was developed. The program was operated by simply typing in input data on each question and producing output as Gd on the screen. lt was possible to estimate the pavement serviceability level well using this fuzzy-set-based approach.

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Priority Evaluation of Preliminary Cases for IMO Information Management System using Fuzzy TOPSIS and AHP (퍼지 TOPSIS&AHP를 이용한 IMO 정보관리시스템 예비과제 우선순위 평가)

  • Jang, Woon-Jae
    • Journal of Navigation and Port Research
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    • v.37 no.5
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    • pp.493-498
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    • 2013
  • This paper is aimed to priority evaluation of preliminary cases for IMO -IMS(International Maritime Organization- Information Management System) using fuzzy TOPSIS(Technique for Order Performance by Similarity to Ideal Solution) and AHP(Analytic Hierarchy Process). To this solve, therefore, this paper extract 24 preliminary cases and select 4 major preliminary alternative cases after analysing the structure of its alternative cases using FSM(Fuzzy Structure Modeling). Also, the weights of evaluation factors determine using AHP which able to keep the consistency when decision-makers assess. In AHP method, but, the numbers of paired comparison incerase as much as the numbers of the comparison items increase and because this evaluation have the many of vagueness, the decision of final ranking is used to fuzzy TOPSIS method which is included TOPSIS and Fuzzy Set Theory. The result are developed as order as Management of IMO Convention Information, Delivery of IMO Convention Information, Total IMO Database, Knowledge Hub of IMO Convention Information in IMO-IMS.

Design of Learning Achievement Evaluation Module of Intelligent Computer Assisted Instruction with Various Fuzzy Environment (다양한 퍼지 환경을 갖는 지능형 교수 시스템의 학습 성취도 평가 모듈 설계)

  • Won Sung-Hyun
    • Management & Information Systems Review
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    • v.2
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    • pp.311-334
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    • 1998
  • By decreasing in CPU price and development of computer assembling technology, personal computer fake a good chance to accelerate its supply. Recently, as being introduced new computing technology so called multi media, teaming assist system which is based on single media such as studying book, cassette tape, video tape, or something else is rapidly being replaced by new assist education system based on multi media in which it is operated by the personal computer. In the computer assist education system, there is an evaluation module which appraise learner's study level into the next study strategy. At the view of this point, this part is very important. In this part, there are some factors like Importance, complexity, or difficulty which commonly include fuzzy factors in our surrounding. But until now, we are still out of the level to handle the evaluation module adequately among the some studies. In this study, we would like to suggest a new module that evaluate learning achievement of ICAI which have a variety of fuzzy environment. We combine Independent fuzzy environment like importance, complexity, difficulty into making total evaluation of learner's achievement. By the result, with expressing by linguistic form, this study can provide the theoretical basis in which we will be able to carry out sentence toward evaluation among elementary school.

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A Study on Acquisition of Evaluation Rules for Subcontractors of Construction Companies Using Fuzzy ID3 (퍼지 ID3를 이용한 건설협력업체 평가 룰의 획득에 관한 연구)

  • Yang, Sang-Yul;Kim, Sung-Eun;Hwang, Seung-Gook;Won, You-Dong;Hayashi, Isao
    • Journal of the Korean Institute of Intelligent Systems
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    • v.17 no.5
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    • pp.691-695
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    • 2007
  • In construction industry, it is very important to secure the eminent subcontractors of construction companies in order to increase the competitive power, these subcontractors ate selected through the total evaluation. Also, the results of evaluation is used management data the subcontractors. Therefore, if we know the evaluation rules of subcontractors previously, it can be used to manage the subcontractors effectively. Thus, using fuzzy ID3 which is obtain the if-then fuzzy rule from the given data, we acquire the rules for evaluation of subcontractors and show its usefulness.

The Development of Water Pollution Evaluation System using Fussy Integral (퍼지 적분을 이용한 수질오염 평가 시스템 구현)

  • Song Young-Jun;Kim Mi-Hye;Chung Keun-Yook;Lee Sang-Seung;Park Sung-Hoon
    • Proceedings of the Korea Contents Association Conference
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    • 2005.05a
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    • pp.391-395
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    • 2005
  • In this paper, the new evaluation system for water quality pollution is implemented using fuzzy integral based on the conventional evaluation criterions and their evaluation factors and this is the first phase in the whole water quality pollution evaluation system development. In the final evaluation for water quality pollution the factors like BOD, COD, SS, T-N, and T-P are taken into overall accounts. It is found that the final evaluation can be represented in a linear combination of respective factor evaluation when each factor is independent one another, With respect to the combination patterns the fuzzy measurement is defined and the fuzzy integral is taken. As a result this approach shows stable and reliable evaluation for the water quality pollution evaluation system development.

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Backward Reasoning in Fuzzy Petri - net Representation for Fuzzy Production Rules (퍼지생성규칙을 위한 퍼지페트리네트표현에서 후진추론)

  • Cho, Sang-Yeop
    • The Transactions of the Korea Information Processing Society
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    • v.5 no.4
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    • pp.951-958
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    • 1998
  • In this paper, we propose a backward reasoning algorithm which can be utilized in the fuzzy Petri-net representation representing fuzzy production rules. The fuzzy Petri-net representation can be used to model a approximate reasoning system and implement a fuzzy inference engine. The proposed algorithm, which uses the proper belief evaluation functions according to fuzzy concepts in antecedentes and consequents of fuzzy production rules, is more closer to human intuition and reasoning than other methods. This algorithm generates the backward reasoning path from the goal to the initial nodes and evaluates the belief value of the goal node using belief evaluation functions.

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Fuzzy Reasonings based on Fuzzy Petei Net Representations (퍼지페트리네트 표현을 기반으로 하는 퍼지추론)

  • 조상엽
    • Korean Journal of Cognitive Science
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    • v.10 no.4
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    • pp.51-62
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    • 1999
  • This paper proposes a fuzzy Petri net representation to represent the fuzzy production rules of a rule-based expert system. Based on the fuzzy Petri net representation. we present a fuzzy reasoning algorithms which consist of forward and b backward reasoning algorithm. The proposed algorithms. which use the proper belief evaluation functions according to fuzzy concepts in antecedent and consequent of a fuzzy production rule. are more closer to human intuition and reasoning than other methods. The forward reasoning algorithm can be represented by a reachability tree as a kind of finite directed tree. The backward reasoning algorithm generates the backward reasoning path from the goal to the initial nodes and then evaluates the belief value of the goal node using belief evaluation functions.

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An Evaluation of Business Performance for Water Transportation Company Groups Using the Integrated Fuzzy AHP-PROMETHEE Method (통합 Fuzzy AHP-PROMETHEE법을 이용한 수상운송기업군의 경영성과 평가)

  • Jang, Woon-Jae
    • Journal of Navigation and Port Research
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    • v.44 no.4
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    • pp.319-325
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    • 2020
  • The Korean government has been pursuing many supporting programs to enhance the competition of water transportation companies in recent years. To implement the policies effectively, which needs its monitering and evaluates about their business performance. The purpose of this study was to evaluate the business performance of water transportation company groups and determine the outranking between the groups using the Integrated Fuzzy AHP-PROMETHEE.. To achieve this purpose, first, the companies were classified into seven alternative company groups and the criteria for their evaluation was extracted Second, the weights of the criteria, by maritime and port expert survey, were calculated using the Fuzzy AHP. This paper, finally, determined the total priority orders of their company groups as the link Fuzzy PROMETHEE II with weights of the criteria and the local priority orders between them using the Fuzzy PROMETHEE I. In the proposal for this model, thus was collected four criteria such as growth ability, beneficial ability, technical ability, and productive ability. Through the result of this evaluation, the other marine transportation services group was determined as the highest outranking but the inland passenger & cargo transportation services group was lowest. Thus, the developing plan of the productive ability for the other marine transportation services group should be reviewed to continue its good performance, and all off the criteria for the inland passenger & cargo transportation services group to raise the performance should be reviewed.

A Study on the Stability Assessment and Application of Rock Slope (암반사면의 안정성 평가 및 적용에 관한 연구)

  • 안종필;박주원;오수동
    • Proceedings of the Korean Geotechical Society Conference
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    • 1999.10a
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    • pp.177-184
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    • 1999
  • In general tile evaluation process of rock slope stability is an ambiguous system which is made up of ideas subjected to practical experience of an expert. This paper aims to propose more effective methods that helps engineers to evaluate the stability of rock slope by using RMR(Rock Mass Rating for the Geomechanics Classification) and Stereo-graphic Projection and Fuzzy Approximate Reasoning Concept. the result of this paper is that a rational evaluation of rock slope stability and countermeasures can be achieved thorough RMR. and Stereo-graphic Projection and Fuzzy Approximate Reasoning Concept.

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