• Title/Summary/Keyword: multiple criteria

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A DECISION-MAKER CONFIDENCE LEVEL BASED MULTI-CHOICE BEST-WORST METHOD: AN MCDM APPROACH

  • SEEMA BANO;MD. GULZARUL HASAN;ABDUL QUDDOOS
    • Journal of applied mathematics & informatics
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    • v.42 no.2
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    • pp.257-281
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    • 2024
  • In real life, a decision-maker can assign multiple values for pairwise comparison with a certain confidence level. Studies incorporating multi-choice parameters in multi-criteria decision-making methods are lacking in the literature. So, In this work, an extension of the Best-Worst Method (BWM) with multi-choice pairwise comparisons and multi-choice confidence parameters has been proposed. This work incorporates an extension to the original BWM with multi-choice uncertainty and confidence level. The BWM presumes the Decision-Maker to be fully confident about preference criteria vectors best to others & others to worst. In the proposed work, we consider uncertainty by giving decision-makers freedom to have multiple choices for preference comparison and having a corresponding confidence degree for each choice. This adds one more parameter corresponding to the degree of confidence of each choice to the already existing MCDM, i.e. multi-choice BWM and yields acceptable results similar to other studies. Also, the consistency ratio remained low within the acceptable range. Two real-life case studies are presented to validate our study on proposed models.

On Establishing a New Fee Schedule for General Surgical Procedure Using Fuzzy MCDM

  • Hung, Chih-Young;Huang, Yuan-Huei;Chang, Pei-Yeh;Wang, Kuei-Ing;Chang, King-Jen;Liu, Yi-Hsin
    • Industrial Engineering and Management Systems
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    • v.4 no.2
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    • pp.218-227
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    • 2005
  • In this research a model for establishing a new, rational fee schedule for general surgical procedures in a national health insurance program is developed. A fuzzy multiple criteria decision-making (FMCDM) model is proposed. The relative values of eleven surgical procedures were obtained through an empirical study based on the FMCDM model. Consequently, a new fee schedule obtained from the FMCDM model. This new fee schedule is more convincing than previous schedule and more persuasive to the references for the policy setting.

Plasticity Model for Directional Nonlocal Crack Damage of Concrete (콘크리트의 방향적 비국소 균열 손상을 위한 소성모델)

  • Kim Jae-Yo;Park Hong-Gun
    • Proceedings of the Computational Structural Engineering Institute Conference
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    • 2006.04a
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    • pp.914-921
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    • 2006
  • To describe the effect of the numerous and various oriented microcracks on the compressive and tensile concrete behaviors, the directional nonlocality is defined. The plasticity model using multiple failure criteria is developed for RC planar members in tension-compression. The crack damages are defined in the pre-determined reference orientations, and then the total crack damage is calculated by integrating multi-oriented crack damages. To describe the effect of directional nonlocality on the anisotropic tensile damage, based on the existing test results, the nonlocal damage factor is defined in each reference orientation. The reduced compressive strength in the cracked concrete is defined by the multi-oriented crack damages defined as excluding the tensile normal plastic strain from the compressive equivalent plastic strain. The proposed model is implemented to finite element analysis, and it is verified by comparisons with various existing panel test results.

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Effects of the Science Project Activities Based on Multiple Intelligences on the Elementary School Children s Problem Solving Behaviors (다중지능에 기초한 과학 프로젝트 활동이 초등학교 아동의 문제해결 행동에 미치는 영향)

  • 임채성;왕경순
    • Journal of Korean Elementary Science Education
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    • v.19 no.1
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    • pp.71-83
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    • 2000
  • This study examined the influences of science project activities based on multiple intelligences on problem solving behaviors of elementary school children. Specifically, the influences of the project activities on the problem solving skills and propensities of the children were investigated. Forty-four fifth graders were selected for the study. They performed the projects and made their products of it during five months on the units of "Weather" and "Our Body" Criteria for assessment of problem solving abilities were determined. The patterns reflected in products of the project activities were examined, then the observation of the subjects' problem solving behaviors and the interviews were performed based on the criteria. The results were analyzed through both of qualitative and quantitative approaches. In these analyses, the implementation of the science projects was found to contribute to the improvement in all sub-factors of problem solving, specially, skills associated with the propensities of problem identification and of the collection, analysis, and synthesis of data significantly increased

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Goal Setting in Multiple Criteria Decision Making

  • Lee, Jae-Kyu
    • Journal of the Korean Operations Research and Management Science Society
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    • v.11 no.2
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    • pp.51-68
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    • 1986
  • The effects of goal setting in the context of Multiple Criteria Making (MCDM) are classified into two types : internal and external. In the internal models, the impact of the changed goal is limited only to the other goals in MCDM model. By contrast, in the external models, the impact is limited to the factors not included in the MCDM model. In fact, most real world examples of goal setting have the nature of mixed models. To assist in the goal setting process, the framework named Goal Setting Support (GSS) is developed. The GSS helps decision-makers for mixed models to 1) make internal trade-offs in a way that guarantees non-dominancy after the trade-ofs, and 2) evaluate achieved goals systematically. The GSS can be used in creating Decision Support Systems that will allow interactive goal setting.

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Transport Project Apprasal using Multiple Criteria Decision Making Method , AHP (다판단기준분석방법을 이용한 교통투자사업 대안 평가)

  • 이상민
    • Proceedings of the KOR-KST Conference
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    • 1999.03a
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    • pp.55-73
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    • 1999
  • 지금까지의 교통사업 평가 및 대안선정을 위한 평가 방법은 주고 경제성 평가에 치중하여 왔다. 또한 정부 및 공급자 외에 지역주민이나 이용자 등의 의견은 공청회등을 통한 의견 수렴을 제의하고는 계획 및 평가단계에서의 참여는 제도적으로 없는 실정이다. 이에 따라 적지 않은 수의 교통계획 및 대안 선정 사업들이 제반 평가요인에 대한 불충분한 고려와 또한 지역주민들의 반대에 부딪혀 취소 또는 재고되고 있다. 따라서 교통 계획 및 평가 단계에서의 관련 의사결정자의 제도적 참여를 가능케 하고 사업과 관련된 제반 평가 요인을 평가틀 내에서 고려할 수 있는 다 판단 기준분석 평가방법 (Multiple Criteria Decision Making Methods: MCDM)이 대두, 요구되고 있으며, 본 연구에서는 제 방법 중 순위 선정 및 제반 평가요인의 고려에 장점을 가지고 있는 계층 분석법을 이용하여 교통사업의 대안선정에 있어 최적노선을 평가 선정하고자 한다. 본 사례를 통하여 다판단 기준 분석 평가방법의 도입 필요성 및 교통사업평가에의 유용성 및 적용성을 제시하고자한다.

Management of Recycling-Oriented Manufacturing Components Based on an MCDM Model (MCDM 모델을 이용한 재활용 제조부품 관리)

  • Shin, Wan-S.;Oh, Hyun-Joo
    • Journal of Korean Institute of Industrial Engineers
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    • v.22 no.4
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    • pp.589-605
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    • 1996
  • Recycling of used products and components has been considered as one of promising strategies for resolving environmental problems. In this respect, most manufacturing companies begin to consider possible recycling (e.q., reuse or re-production) of the components contained in their products. The primary objective of this research is to develop a multiple criteria decision making model for systematic management of recycle-oriented manufacturing components. The production planning problem of recycle-oriented manufacturing components is first formulated as a multiobjective mixed 0-1 integer programming model with three conflicting objectives. An interactive multiple criteria decision making method is then developed for solving the mathematical model. Also, an Input/Output analysis software is developed to help practitioners apply the model to real problems without much knowledge on computers and mathematical programming. A numerical example is used in examining the validity of the proposed model and to investigate the impact of the input variables on recycling production strategy.

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The Consumers' Evaluative Criteria of Quality on the Clothing Products (의류제품에 대한 소비자의 품질평가기준)

  • 김민수;김문숙
    • The Research Journal of the Costume Culture
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    • v.11 no.1
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    • pp.47-65
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    • 2003
  • The purpose of this study was to examine the characteristics of consumer evaluative criteria based on clothing quality perception of adult males and females. A demonstrative study was conducted using a questionnaire on adults over 20 years old who were considered to afford to purchase clothes. A total of 650 questionnaires were distributed, and among them, 380 were used for the demonstrative analysis. The study used SPSSWIN V.8.0 for the analysis. Factor analysis and reliability analysis were introduced as analysis methods using the varimax rotation to classify consumer evaluative criteria for clothing purchasing. In addition, frequency analysis, correlation analysis, 1-test, multiple regression analysis, and duncan test are executed. The study result is as follows. First. expectation, importance and performance are examined by customer quality perception. Four factors- practicability, care, aesthetics, and symbolism- are classified through the factor analysis of 19 evaluative attributes based on importance. Second, differences of quality perception f3r expectation, importance and performance were found partly in customers' demographic characteristics. Third, the influential relation of satisfaction and quality perception is examined. Aesthetics and practicability have significant influence on the general satisfaction of evaluative attributes by performance.

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An inequality constraints based method for inverse kinematics of redundant manipulators

  • sung, Young-Whee;Cho, Dong-Kwon;Chung, Myung-Jin
    • 제어로봇시스템학회:학술대회논문집
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    • 1993.10b
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    • pp.486-490
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    • 1993
  • In addtion to a basic motion task, redundant manipulators can achieve some additional tasks by optimizing proper performance criteria. Some of performance criteria can be transformed to inequality constraints. So the redundancy resolving problem can be reformulated as a local optimization problem with equality constraints for the end effector and inequality constraints for some performance criteria. In this article, we propose a method for solving the inverse kinematics of a manipulator with redundancy using the Kuhn-Tucker theorem to incorporate inequality constraints. With proper choice of inequality constraints, the proposed method gives a way of optimizing multiple criteria in redundant manipulators.

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Consumer Spatial Behavior for Apparel Products based on Trade Area Selection Criteria

  • Son, Jin-Ah;Rhee, Eun-Young;Park, Hye-Sun
    • International Journal of Costume and Fashion
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    • v.12 no.1
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    • pp.29-48
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    • 2012
  • The purpose of this study was to examine the relationship between consumer spatial behavior and consumer characteristics based on trade area selection criteria 469 female consumers who lived in the two new towns near Seoul, Bundang and Ilsan, participated in the study by completing questionnaires. Data were analyzed by using cluster analysis, ANOVA, Duncan's multiple range test, chi-square analysis, etc. The findings of the empirical research were as follows: 1. Five groups were identified by cluster analysis based on trade area selection criteria of clothing price-oriented group, time convenience-oriented group, shopping convenience-oriented group, variety/entertainment-oriented group, and passive shopping group. 2. Each group differed in spatial behavior such as clothing shopping area, the visiting frequency, and spatial movement type. 3. Each group showed differences in fashion involvement and demographic characteristics(age, marital status, education, occupation and social status).