• 제목/요약/키워드: multiple criteria

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Comparative Evaluation of Multipurpose Reservoir Operating Rules Using Multicriterion Decision Analysis Techniques

  • Ko, Seok-Ku;Lee, Kwang-Man;Ko, luk-Hwan
    • Korean Journal of Hydrosciences
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    • 제4권
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    • pp.65-79
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    • 1993
  • Selection of the best operating rule among a set of alternatives for a multipurpose reservoir system operation requires to evaluate many minor criteria in addition to the major objectives assessed to the system. These problems are sufficiently complex and difficult that they are beyond heuristic decision rules and experiences in case several noncommensurable multiple criteria are included in the evaluation. With the assistance of multicriterion decision analysis techniques, it is possible to select the best one among various alternatives by systematically comparing and ranking the alternatives with respect to the criteria of choice. Evaluation criteria for multipurpose reservoir system operating rules were identified and defined, and the multicriterion decision analysis techniques were applied to evaluate the four existing operating rules of the Chungju multipurpose project according to the identified nine multiple criteria. The application results show that the methodology is very efficient to select the best operation alternative among a finite number of operating rules with many evaluation criteria for a large-scale reservoir system operation.

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다기준(多基準) 분석(分析)을 이용(利用)한 유연생산(柔軟生産)시스템에서의 다목적(多目的) 생산계획(生産計劃) 모형(模型)에 관한 연구(硏究) (A Multi-objective Production Planning Model in a Flexible Manufacturing System Using Multiple Criteria Analysis)

  • 이영광
    • 품질경영학회지
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    • 제20권1호
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    • pp.126-135
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    • 1992
  • The decision making process for production planning in FMS usually involves multiple conflicting objectives and criteria. This study consists of prescreening and analytical phase. In the prescreening phase, criteria are used to reduce the set of alternative system configuration down to a small number of candidates. After this phase, a multiobjected programming model is formulated for each remainning configuration.

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다변인회귀분석법과 Gustafson 방법에 의한 연령감정 정확도의 비교연구 (Comparative Study of Age Estimation Accuracy in Gustafsonss Method and Prediction Formula by Multiple Regression)

  • 곽경환;김종열
    • Journal of Oral Medicine and Pain
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    • 제10권1호
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    • pp.73-89
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    • 1985
  • This study comprised 157 extracted teeth, 73 of the teeth originated from mates and 84 from females, the age range was 12-79 years. The correlation coefficient of each Gustafson's criteria in relation to age was carried out. Age estimation were performed on 157 teeth according to the method by Gustafson and by use of multiple regression, as used by Johanson, after evaluating the six criteria of Gustafson by multiple regression computer analysis. Two prediction formulas and standard deviations were compared with each other. The results were as follows : 1. The author found that six Gustafson's criteria had strong correlation with age except root resorption, and correlation coefficients were r = 0.79 (Transparent dentin), r=0.72 (Secondary dentin), r 0.69 (Periodontal change), r=0.63(Attrition), r = 0.39 (Root resorption), respecti vely. 2. The age estimation formula by Gustafson's method was calculated as follows: Y 8.88 + 3.52X r =0.87, r2 = 0.76, SD = 8.18, F = 483.56, P < 0.01 The age estimation formula by multiple regression was calculated as follows: Y 8.57 + 6.37T + 6.37T + 4.63P + 2.70S + 2.40C + 3.08A + 1.34R r= 0.89, r2 = 0.78, SD = 7.82, F = 91.62, P < 0.01, Durbin-Watson Coefficient = 1.09 3. In comparison of two estimation formulas, the formula by multiple regression, the method of Johanson, was found to be slightly more reliable than Gustafson's method. Gustafson's method SD = 8.18, Multiple regression (Johanson's method) SD = 7.82 4. It was reaffirmed that Gustafson's six criteria could be a independent variable in multiple regression analysis.

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Systematic Topology Selection Method for Multiple-Input DC-DC Converters

  • Choung, Seung H.;Bae, Sungwoo;Kim, Myungchin
    • Journal of Electrical Engineering and Technology
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    • 제11권4호
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    • pp.915-920
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    • 2016
  • A power system designer may have difficulties in choosing a suitable multiple-input converter topology for a specific target application because each multiple-input converter topology presented in the literature has its own advantages and disadvantages. In this perspective, this paper presents a systematic topology selection method for multiple-input converters with three comparison criteria including cost-saving effect, modularity potential and flexibility. Based on these criteria, this paper proposes a strategic flow chart example for choosing a proper multiple-input converter topology. This flow chart will provide a powerful selection tool to a power system designer when he or she chooses a specific multiple-input converter for a given application.

다중 기준변수를 사용한 동적 프로그램 슬라이싱 알고리즘의 효율성 비교 (On the Efficiency Comparison of Dynamic Program Slicing Algorithm using Multiple Criteria Variables)

  • 박순형;박만곤
    • 한국정보처리학회논문지
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    • 제6권9호
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    • pp.2384-2392
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    • 1999
  • 프로그램에서 요류가 발생되었을 때 프로그래머는 어떤 시험 사례(test case)를 통해 프로그램을 분석한다. 이처럼 현재 입력 값에 영향을 끼치는 모든 명령문들에 관련된 동적 슬라이싱(dynamic slicing)과 이를 구현하는 기술은 실제 테스팅 및 디버깅 분야에서 매우 중요하다고 할 것이다. 지금까지의 동적 슬라이싱은 슬라이싱 기준 변수가 1개 일 때의 경우에 대해서만 연구해 왔다. 그러나, 실제적인 테스팅 및 디버깅 분야에서는 슬라이싱 기준이 되는 변수가 2개 이상인 경우가 아주 많이 발생한다. 따라서 슬라이싱 기준 변수가 n 개 일 때 동적 프로그램 슬라이스(dynamic program slices)를 만드는 알고리즘을 제시하였고 프로그래밍 언어를 사용하여 동적 프로그램 슬라이싱 알고리즘을 프로그래밍한 뒤 예제 프로그램을 적용시켜 구현하였다. 구현 결과는 실행 이력에 대한 마킹 테이블(marking table)과 동적 종속 그래프로 나타내었다. 그리고, 본 논문에서 제시한 다중기준변수 동적 슬라이스 생성을 위한 마킹 알고리즘이 기존의 단일기준변수 기법보다 실제적인 테스팅 환경에서 더 우수함을 보였다.

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On Flexible Bayesian Test Criteria for Nested Point Null Hypotheses of Multiple Regression Coefficients

  • Jae-Hyun Kim;Hea-Jung Kim
    • Communications for Statistical Applications and Methods
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    • 제3권3호
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    • pp.205-214
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    • 1996
  • As flexible Bayesian test criteria for nested point null hypotheses of multiple regression coefficients, partial and overall Bayes factors are introduced under a class of intuitively meaningful prior. The criteria lead to a simple method for considering different prior beliefs on the subspaces that constitute a partition of the coefficient parameter space. A couple of tests are suggested based on the criteria. It is shown that they enable us to obtain pairwise comparisons of hypotheses of the partitioned subspaces. Through a Monte Carlo simulation, performance of the tests based on the criteria are compared with the usual Bayesian test (based on Bayes factor)in terms of their respective powers.

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여대생의 의복평가기준과 성격유형과의 관계 연구 (A Study on the Relation between Clothing Evaluative Criteria and Personality Types of Female University Students)

  • 오현남
    • 대한가정학회지
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    • 제42권8호
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    • pp.123-132
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    • 2004
  • The purpose of this research was to determine the relation between clothing evaluative criteria and personality types. Primary factor analysis was used to classify the clothing evaluative criteria and the continual scores of Myers Briggs Type Indicator (MBTI) were used for classifying the personality types. Correlation analysis and multiple regression analysis were used to determine the relation between the clothing evaluative criteria and the personality types. The data for this research were collected from questionnaires of 309 female university students in Seoul. In the results, the clothing evaluative criteria were grouped into 4 underlying dimensions: practical, situational, appearance producible and symbolic. Partially significant relations between the 4 clothing evaluative criteria and the 4 indicators of MBTI personality types were found through correlation analysis. Multiple regression analysis revealed that the variables explaining the dimension of Sensing and Intuition (SN) were appearance producible and symbolic clothing evaluative criteria; the appearance producible criterion had an inclination toward Intuition while the symbolic criterion had an inclination toward Sensing. The variable explaining the dimension of Judging and Perceiving (JP) was situational clothing evaluative criterion, which had an inclination toward Judging.

다중 파괴기준의 소성모델을 이용한 철근콘크리트부재의 비선형 해석 (Nonlinear Analysis of Reinforced Concrete Members using Plasticity with Multiple Failure Criteria)

  • 박홍근
    • 콘크리트학회지
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    • 제7권5호
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    • pp.145-154
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    • 1995
  • 콘크리트는 압축압밀과 인장균열파괴의 두 개의 서로 다른 파괴양상을 타나낸다. 따라서, 다차원의 압밀과 인장균열을 포함하는 콘크리트의 비선형해석을 위하여 두개의 다른 파괴기준을 사용하는 콘크리트 재료모델이 사용되어야 한다. 본 연구에서 사용하는 콘크리트 모델은 소성이론에 기초한 것으로 압축압밀과 인장균열에 대한 다중파괴이론을 사용하고 잇다. 인장균열거동에 대해 두 개의 다른 재료모델이 사용되고 있는데, 이상화된 균열방향에 따라 분류되는 회전균열소성모델과 정지균열소성모델이 사용되고 있다. 본 연구에서는 콘크리트의 비선형거동이 plane stress 문제에 대하여 단순화된다. 이 재료모델은 유한요소해석에 사용되며 그 결과는 몇 개의 철근콘크리트부재 실험과 비교된다. 회전균열소성모델과 정지균열소성모델의 장단점이 비교된다.

대안 평가를 위한 의사결정 기법 (Decision Methods for Evaluation of Alternatives)

  • 남기창;홍상표
    • 환경영향평가
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    • 제9권4호
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    • pp.363-372
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    • 2000
  • For any particular development project or environmental regulations, decision-making criteria is required and conflicts among criteria should be resolved. It is necessary to investigate criteria that government agencies employ in making decisions that influence the environment. The evaluation of alternative development proposals and regulatory measures involves much more than environmental issues. Economic, technical, and social factors should be considered along with environmental impacts when making evaluations. Evaluation should be based on values of all individuals who may be affected by public or private decisions. There are many evaluation methods for determining how individuals and groups value alternative public actions. Numerous weighting-scaling methodologies can be used in such evaluations. These methodologies represent adaptations of multiple-criteria or multiple-attribute decision-making techniques. Environmental risk assessment which accounts for uncertainties in choosing among alternative policies and projects is increasingly used.

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Development of a Multi-criteria Pedestrian Pathfinding Algorithm by Perceptron Learning

  • Yu, Kyeonah;Lee, Chojung;Cho, Inyoung
    • 한국컴퓨터정보학회논문지
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    • 제22권12호
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    • pp.49-54
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    • 2017
  • Pathfinding for pedestrians provided by various navigation programs is based on a shortest path search algorithm. There is no big difference in their guide results, which makes the path quality more important. Multiple criteria should be included in the search cost to calculate the path quality, which is called a multi-criteria pathfinding. In this paper we propose a user adaptive pathfinding algorithm in which the cost function for a multi-criteria pathfinding is defined as a weighted sum of multiple criteria and the weights are learned automatically by Perceptron learning. Weight learning is implemented in two ways: short-term weight learning that reflects weight changes in real time as the user moves and long-term weight learning that updates the weights by the average value of the entire path after completing the movement. We use the weight update method with momentum for long-term weight learning, so that learning speed is improved and the learned weight can be stabilized. The proposed method is implemented as an app and is applied to various movement situations. The results show that customized pathfinding based on user preference can be obtained.