• 제목/요약/키워드: Weighting Selection

검색결과 164건 처리시간 0.023초

농촌개발사업의 추진실적 평가항목 선정 및 가중치 산정에 관한 연구 - 농림어업인 삶의 질 향상 및 농산어촌지역개발 시행계획 추진실적 평가를 중심으로 - (The Selection of Evaluation Items and the Estimation of Its Weight for Rural Development Program : A Case of the Enhancement Program of the Quality of Life for Farmers and Fishermen and Rural Development)

  • 황한철
    • 농촌계획
    • /
    • 제13권2호
    • /
    • pp.17-26
    • /
    • 2007
  • This study aims to develop a rational evaluation system which consists of the selection of evaluation items and the estimation of its weight for the Enhancement Program of the Quality of Life for Farmers and Fishermen and Rural Development. This system has two hierarchical steps. The first step shows the evaluation goals which are relevance, efficiency and effectiveness of the program. The second step stands for the evaluation items which have 11 sub-items such as necessity and externalization for the program, rationality of procedures, feedback and monitoring system, budgetary allocations, information activities, impacts on the program, achievements of the goals and so on. A tentative evaluation system was proposed by brainstorming and Delphi method of expert-group. Weighting values of evaluation items were calculated through pair-comparison works of expert group using stepwise matrix sheets by AHP(Analytic Hierarchy Process).

감정 기반 블로그 문서 분류를 위한 부정어 처리 및 단어 가중치 적용 기법의 효과에 대한 연구 (A Study on Negation Handling and Term Weighting Schemes and Their Effects on Mood-based Text Classification)

  • 정유철;최윤정;맹성현
    • 인지과학
    • /
    • 제19권4호
    • /
    • pp.477-497
    • /
    • 2008
  • 일상생활에서 많이 쓰이는 블로그 문서를 분석하는 것은 다양한 웹 응용서비스를 연결할 수 있는 중요한 단초를 제시하므로, 블로그 문서에 담긴 감정을 파악하는 것을 매우 유용한 일이다. 본 논문에서는 블로그 문서에 존재하는 감정을 보다 정확하게 분류하기 위해 부정어 처리와 새로운 단어 가중치의 적용이 성능에 미치는 영향에 대해 탐구한다. 특히, 감정단서(clue)가 내재된 정규화된 부정어 n-gram을 통해 부정어 처리를 고도화하고 말뭉치기반 단어 가중치 계산법(Corpus-specific Term Weighting, CSTW)을 통해 감정 분류 성능향상을 살펴보기로 한다. 검증을 위해 블로그 문서들로 정답 말뭉치를 구축하고 감정 흐름 분석(Enhanced Mood Flow Analysis, EMFA)과 지지벡터기계기반 감정 분류(Support Vector Machine based Mood Classification, SVMMC)의 두 가지 분류기법에 대해 실험을 하였다. 정규화된 부정어 n-gram의 적용은 EMFA에서 점진적인 감정 분류 성능 향상을 보여주었으며, CSTW의 적용은 TF*IDF나 TF에 비해 보다 높은 감정 분류 성능을 나타내었다.

  • PDF

GA를 이용한 보일러-터빈 설비의 모델 추종형 다변수 제어 시스템 설계를 위한 취적 가중치 행렬의 선정 (A Selection of Optimal Weighting matrix for Model Following Multivariable Control System to Boiler-Turbine Equipment Using GA)

  • 황현준;정호성
    • 조명전기설비학회논문지
    • /
    • 제13권2호
    • /
    • pp.102-110
    • /
    • 1999
  • 본 연구에서는 유전 알고리즘을 사용하여 복잡한 최적화의 과정이없이 가중치 행렬 Q, R을 동시에 최적화함으로써 상태변수들의 결합과 동작점의 변화에 따른 시스템의 파라미터 변동 등에도 불구하고 기준모델의 출력을 최적으로 추종하는 모델 추종형 제어 시스템을 설계법으로 제시하고 이를 보일러-터빈 설비를 위한 모델 추종형 다변수 제어 시스템의 설계에 적용하고자 한다. 또한 컴퓨터 시뮬레이션을 통하여 설계된 모델 추종형 제어 시스템의 성능을 비교고찰하고 그 유용성을 확인하다.

  • PDF

전력시스템 안정도 향상을 위한 SVC용 GA-LQ 제어기 설계 (Design of GA-LQ Controller in SVC for Power System Stability Improvement)

  • 허동렬;박인표;정문규;정형환;안병철;김해재
    • 대한전기학회:학술대회논문집
    • /
    • 대한전기학회 2002년도 하계학술대회 논문집 A
    • /
    • pp.226-228
    • /
    • 2002
  • This paper presents a new control approach for designing a coordinated controller for static VAR compensator system. A SVC constructed by a Fixed Capacitor and a Thyristor Controlled Reactor is designed and implemented to improve the damping of a synchronous generator, as well as controlling the system voltage. A design of linear quadratic controller based on optimal controller depends on choosing weighting matrices. A coordinated optimal controller is achieved by minimizing a quadratic performance index using dynamic programming techniques. The selection of weighting matrices is usually carried out by trial and error which is not a trivial problem. We proposed a efficient method using GA of finding weighting matrices for optimal control law. Thus, we prove the usefulness of proposed method to improve the stability of single machine-infinite bus with SVC system.

  • PDF

도시가스업에서 해피꼴 고객의 선정 (Customer Selection for a Happy Call in the City Gas Business)

  • 변대호
    • 경영과학
    • /
    • 제20권1호
    • /
    • pp.125-139
    • /
    • 2003
  • City gas is becoming an essential resource in households due to its convenience and low price in comparison to other energy sources. However, in order to prepare for the gas market to be saturated, many city gas companies must pursue customer satisfaction management and develop happy call systems for a promising solution. In the development of the happy call systems, the difficult problem is that we cannot contact all customers because of limited resources and calling efficiency in the call center, We should find best customers according to their value. This paper suggests a methodology for the selection of happy call customers when city 9as companies consider two strategies. First, they should launch a new business area. Second, they must attempt to prevent current customers from moving from city gas to other fuels. We will discover important attributes and derive rules of weighting for the attributes through an exploration study that affect customer satisfaction and preference. Through a simulation model, we will show how many customers will be selected by our methodology.

Optimal actuator selection for output variance constrained control

  • 김재훈
    • 제어로봇시스템학회:학술대회논문집
    • /
    • 제어로봇시스템학회 1993년도 한국자동제어학술회의논문집(국내학술편); Seoul National University, Seoul; 20-22 Oct. 1993
    • /
    • pp.565-569
    • /
    • 1993
  • In this paper, a specified number of actuators are selected from a given set of admissible actuators. The selected set of actuators is likely to use minimum control energy while required output variance constraints are guaranteed to be satisfied. The actuator selection procedure is an iterative algorithm composed of two parts; an output variance constrained control and an input variance constrained control algorithm. The idea behind this algorithm is that the solution to the first control problem provides the necessary weighting matrix in the objective function of the second optimization problem, and the sensitivity information from the second problem is utilized to delete one actuator. For variance constrained control problems, by considering a dual version of each control problem an efficient algorithm is provided, whose convergence properties turn out to be better than an existing algorithm. Numerical examples with a simple beam are given for both the input/output variance constrained control problem and the actuator selection problem.

  • PDF

가중치 분석을 통한 도심지 Top-Down 공사에서의 공법요소 선정 모델 개발에 관한 연구 (A Study on the Sub-elements of the Top-down Construction Method Selection Model using Weighting Factor in Downtown Area)

  • 박창욱;문승윤;윤석현
    • 한국건축시공학회지
    • /
    • 제8권4호
    • /
    • pp.61-69
    • /
    • 2008
  • The size of the construction projects become huge and complex, and the depth of excavation for the underground structures become deeper. Also the working area is not enough for loading materials and temporary facilities. This is the most case of recent construction projects in downtown area. Top-down is the most useful method for this kind of construction projects. Top-down construction method consists of supporting method, retaining wall type, foundation type and construction direction such as up-down or up-up. construction managers have to select sub-elements for top-down construction method in planning phase. This study is to suggest the sub-elements selection model for the top-down construction method, and the case study is conducted for evaluating this model.

간섭 제한적인 MIMO 환경에서의 협력적인 제한적 피드백 프리코딩 (Cooperative Limited Feedback Precoding in Interference-Limited MIMO Networks)

  • 윤정민;이종호;곽영우;최정식;김성철
    • 한국통신학회논문지
    • /
    • 제36권5C호
    • /
    • pp.276-285
    • /
    • 2011
  • 본 논문에서는 한정된 자원에 여러 개의 연결이 혼재해 있는 상황에서 협력적으로 제한적인 피드백을 사용하여 성능을 개선시킬 수 있는 방법을 제안한다. 제안하는 방법은, 코드북에 있는 각 프리코더의 성능 우선순위에 따라 가중치를 부여하여 각 연결로부터 피드백 받은 가중치 데이터로부터 가중치의 합이 가장 높은 프리코더를 선택하는 방식이다. 시뮬레이션 결과 기존의 비협력적 방식에 비해 전송도 뿐만 아니라 시스템의 안정성에 관여되는 프리코더 선택의 수렴 정도 또한 향상됨을 알 수 있다.

마찰이 있는 조립작업을 위한 동일 방향 혼합위치/힘 제어 (Hybrid position/force control in the same direction for assembly operation in variable friction environment)

  • 김상연;권동수;김문상
    • 제어로봇시스템학회:학술대회논문집
    • /
    • 제어로봇시스템학회 1997년도 한국자동제어학술회의논문집; 한국전력공사 서울연수원; 17-18 Oct. 1997
    • /
    • pp.253-256
    • /
    • 1997
  • This paper proposes a control strategy of position and force control in the same direction based on hybrid position/force control. In order to control position and force in the same direction, a weighting matrix is introduced instead of a selection matrix suggested by Raibert and Craig. The major part of the controller output comes from the position controller when a position control error is large, from the force controller when a position control error is large. The proposed algorithm is implemented by the simulation and experiment focusing on the peg-in-hole task where friction exist significantly and is not constant. It also adopts and event control scheme for more efficient performance.

  • PDF

데이터 마이닝 기반의 군사특기 분류 방법론 연구 (A Data-Mining-based Methodology for Military Occupational Specialty Assignment)

  • 민규식;정지원;최인찬
    • 한국국방경영분석학회지
    • /
    • 제30권1호
    • /
    • pp.1-14
    • /
    • 2004
  • In this paper, we propose a new data-mining-based methodology for military occupational specialty assignment. The proposed methodology consists of two phases, feature selection and man-power assignment. In the first phase, the k-means partitioning algorithm and the optimal variable weighting algorithm are used to determine attribute weights. We address limitations of the optimal variable weighting algorithm and suggest a quadratic programming model that can handle categorical variables and non-contributory trivial variables. In the second phase, we present an integer programming model to deal with a man-power assignment problem. In the model, constraints on demand-supply requirements and training capacity are considered. Moreover, the attribute weights obtained in the first phase for each specialty are used to measure dissimilarity. Results of a computational experiment using real-world data are provided along with some analysis.