• Title/Summary/Keyword: concept combination

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Fuzzy Behavior Knowledge Space for Integration of Multiple Classifiers (다중 분류기 통합을 위한 퍼지 행위지식 공간)

  • 김봉근;최형일
    • Korean Journal of Cognitive Science
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    • v.6 no.2
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    • pp.27-45
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    • 1995
  • In this paper, we suggest the "Fuzzy Behavior Knowledge Space(FBKS)" and explain how to utilize the FBKS when aggregating decisions of individual classifiers. The concept of "Behavior Knowledge Space(BKS)" is known to be the best method in the context that each classifier offers only one class label as its decision. However. the BKS does not considers measurement value of class label. Furthermore, it does not allow the heuristic knowledge of human experts to be embedded when combining multiple decisions. The FBKS eliminates such drawbacks of the BKS by adapting the fwzy concepts. Our method applies to the classification results that contain both class labels and associated measurement values. Experimental results confirm that the FBKS could be a very promising tool in pattern recognition areas.

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A Study on Simplified Sloshing Impact Response Analysis for Membrane-Type LNG Cargo Containment System (LNG 화물창 단열구조의 슬로싱 충격응답 간이해석법에 관한 연구)

  • Nho, In-Sik;Ki, Min-Seok;Kim, Sung-Chan
    • Journal of the Society of Naval Architects of Korea
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    • v.48 no.5
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    • pp.451-456
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    • 2011
  • To ensure structural integrity of membrane type LNG tank, the rational assessment of the sloshing impact responses of tank structures should be preceded. The sloshing impact pressures acting on the insulation system of LNG tank are typical irregular loads and the resulting structural responses show very complex behaviors accompanied with fluid structure interaction. So it is not easy to estimate them accurately and immense time consuming calculation process would be necessary. In this research, a simplified method to analyse the dynamic structural responses of LNG tank insulation system under pressure time histories obtained by sloshing model test or numerical analysis was studied. The proposed technique based on the concept of linear combination of the triangular response functions which are the transient responses of structures under the unit triangular impact pressure acting on structures. The validity of suggested method was verified through the example calculations and applied to the dynamic structural response analysis of a real Mark III membrane type insulation system using the sloshing impact pressure time histories obtained by model test.

Design strategy of hybrid stay cable system using CFRP and steel materials

  • Xiong, Wen;Cai, C.S.;Xiao, Rucheng;Zhang, Yin
    • Steel and Composite Structures
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    • v.13 no.1
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    • pp.47-70
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    • 2012
  • To enhance cable stiffness, this paper proposed a combined application of carbon fiber reinforced polymers (CFRP) and steel materials, resulting in a novel type of hybrid stay cable system especially for the cable-stayed bridges with main span lengths of 1400~2800 m. In this combination, CFRP materials can conserve all their advantages such as light weight and high strength; while steel materials help increase the equivalent stiffness to compensate for the low elastic modulus of CFRP materials. An increase of the equivalent stiffness of the hybrid stay cable system could be further obtained with a reasonable increase of its safety factor. Following this concept, a series of parametric studies for the hybrid stay cable system with the consideration of stiffness and cost were carried out. Three design strategies/criteria, namely, best equivalent stiffness with a given safety factor, highest ratio of equivalent stiffness to material cost with a given safety factor, and best equivalent stiffness under a given cost were proposed from the stiffness and cost viewpoints. Finally, a comprehensive design procedure following the proposed design strategies was suggested. It was shown that the proposed hybrid stay cable system could be a good alternative to the pure CFRP or traditional steel stay cables in the future applications of super long span bridges.

Factors Influencing Life Satisfaction Among the Senior Welfare Center Elderly (복지관 이용 노인의 생활만족도에 영향을 미치는 요인)

  • Kim, Chun Gill;Park, Hyea Ja
    • Korean Journal of Adult Nursing
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    • v.19 no.4
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    • pp.535-546
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    • 2007
  • Purpose: This study was conducted to evaluate life satisfaction(LS) and to assess the factors that influence LS in senior center elderly people. Methods: The subjects were 253 elders who visited the Y city Senior Welfare Center between July 2006 and August 2006. Data were collected using structured questionnaires. The instruments were composed of Kang's Family Support Scale, Depression Scale by Sheikh & Yesavage, Laffery's Health Concept Scale, and LS scale by Choi. T-test, ANOVA, Duncan test, Pearson coefficients correlation and stepwise multiple regression were used to analyze the data using the SPSS Win 12.0 program. Results: The LS level showed a maximum score of 38 with a mean score of 23.23. The mean scores for depression, health perception and family support were 5.52(maximum score, 15), 77.46(maximum score, 112), 43.45(maximum score, 55) respectively. The LS were significantly correlated with health perception, depression and family support. Depression was the most powerful predictor of and it accounted for 42.0% of the total variance in LS. A combination of significance of eudaimonistic health perception and satisfaction with pocket money accounted for 47.2% in LS. Conclusion: Depression and health perception were identified as affecting variables for the LS. Based upon these results, nurses should help the aged to enhance their LS.

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Regional Science and Technology Resource Allocation Optimization Based on Improved Genetic Algorithm

  • Xu, Hao;Xing, Lining;Huang, Lan
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.11 no.4
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    • pp.1972-1986
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    • 2017
  • With the advent of the knowledge economy, science and technology resources have played an important role in economic competition, and their optimal allocation has been regarded as very important across the world. Thus, allocation optimization research for regional science and technology resources is significant for accelerating the reform of regional science and technology systems. Regional science and technology resource allocation optimization is modeled as a double-layer optimization model: the entire system is characterized by top-layer optimization, whereas the subsystems are characterized by bottom-layer optimization. To efficaciously solve this optimization problem, we propose a mixed search method based on the orthogonal genetic algorithm and sensitivity analysis. This novel method adopts the integrated modeling concept with a combination of the knowledge model and heuristic search model, on the basis of the heuristic search model, and simultaneously highlights the effect of the knowledge model. To compare the performance of different methods, five methods and two channels were used to address an application example. Both the optimized results and simulation time of the proposed method outperformed those of the other methods. The application of the proposed method to solve the problem of entire system optimization is feasible, correct, and effective.

A Study on the Family Decision Making and Choice Behavior of Family Dining out From a Family Life Cycle Perspective : Family Restaurant Study (가족 생활주기에 따른 가족외식 구매결정 과정에서 가족 구성원의 영향력과 외식선택 속성에 관한 연구 -패밀리 레스토랑을 중심으로-)

  • Chae, Sin-Seok;Lee, Eun-Su;Choe, Seung-Man
    • Journal of Applied Tourism Food and Beverage Management and Research
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    • v.17 no.1
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    • pp.1-20
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    • 2006
  • The family life cycle is a useful indicator of consumer behavior, as well as the family life cycle concept utilizes a combination of demographic and socioeconomic variables that best explains the changes in the construct of the family. The family decision-making research has frequently examined role relationship between husband and wife across stages and sub-decisions. The objective of this research is to measure children and parents' perceptions of the influence of the decision-making process for a family dining-out experience, and to determined the customers' choice behavior of restaurants according to isolated factors underlying the important attributes of the restaurants, and finally authors applied a market segmentation approach by capturing customers' preference of restaurant attributes in family dining-out situation and to investigated influence of the family decision making for family dining out in family life cycle. For practitioner, marketing implications are provided and recommendations for future research are also discussed.

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Development of Work Breakdown Structure for Nuclear Power Plant (원자력발전소 Work Breakdown Structure 개발)

  • Cho, Yeong-Heock;Yang, Myung-Duck
    • Proceedings of the Korean Institute of Building Construction Conference
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    • 2014.05a
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    • pp.52-53
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    • 2014
  • The Work Breakdown Structure (WBS) is a primary tool which provides a framework that defines clear scope of all deliverables throughout the project life cycle. Once the WBS is established in projects, it should allow project team members to measure and manage work performances by the WBS; further, it should provide a reference point when any work scope needs to be redefined. Based on the project information in the Progress and Performance Measurement System (PPMS) of UAE's Barakha Nuclear Power Plant (BNPP) projects, an attempt was made to develop a new WBS which provides hierarchical and systematical decomposition of the total work scope of NPP construction projects while avoiding from the preexistence concept in Korean NPP projects that the WBS is a combination of Physical Breakdown Structure (PBS) and Functional Breakdown Structure (FBS). The unique features of the new WBS are as follows: (1) defined the definition of each level of the WBS, (2) subdivided the WBS into 5 hierarchical levels, and (3) adopted globally used general coding structure. The new WBS provides a basic hierarchical structure for the project scope and can be used as a basic tool for schedule control, performance measurement, project status monitoring, and communication among project participants. In addition, by putting the Work Package (WP) under the WBS, the Earned Value Management System (EVMS) per WP can be utilized for the project.

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A Study on Wearable Computer Interface for Multi-Functional Detachment/ Combination/ Operation - Based on Making Concept Design to use the Cloth Fastener (웨어러블 컴퓨터 기능 분리/결합/조작을 위한 인터페이스 디자인 - 의복 패스너를 이용한 컨셉 디자인 제작을 중심으로)

  • Choi, Yong-Soon;Jung, Ji-Hong
    • 한국HCI학회:학술대회논문집
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    • 2007.02b
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    • pp.256-263
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    • 2007
  • 웨어러블 컴퓨터가 점차 기술 중심의 패러다임에서 착용자 및 의복 중심 패러다임으로 변화 되어가는 현재, 착용자들의 다양한 욕구와 심리만족을 지원해주며, 또 자신의 스타일과 개성에 맞게끔 재구성이 가능하며, 편리하게 사용 할 수 있는 사용자 중심 인터페이스 디자인이 필요해졌다. 이를 위해 기존 의복에서 여밈을 위해 사용되거나, 외형의 형태를 만들거나, 의복의 탈/부착을 통해 다양한 기능을 변경하기 위해 사용되었던 의복 패스닝 시스템(Fastening System)을 이용해서 착용자가 마치 옷을 입는 것처럼 자연스럽고, 익숙하고, 친근한 웨어러블 컴퓨터 인터페이스 디자인을 하기 위한 연구를 진행한다. 이를 위해 의복 패스너의 다양한 특징과 그 활용 정도를 살펴보고, 웨어러블 컴퓨터에 적용 가능한 기술 요소를 추출하고, 의복 패스너 및 의복 구성 요소를 추출한다. 사용자 멘탈 모델 조사를 통해 의복 패스너의 분리/결합/조작을 하는 행위에서 어휘들을 추출하고 각 기능 모듈의 적절한 신체 부착 부위에 대한 사용자 조사를 시행한다. 이를 바탕으로 추출한 어휘와 의복 패스너의 특징, 그리고 인터페이스 요소 사이의 관계성을 연결하여 의복 패스너를 이용하여 기능의 분리/결합/조작을 지원하는 웨어러블 컴퓨터 인터페이스 디자인 요소를 도출한다. 도출된 의복 패스너를 통한 인터페이스 디자인 요소를 활용하여 착용자 각 개인의 다양한 개성과 심리적 만족을 위한 다양한 웨어러블 컴퓨터 기능들의 분리/결합/조작을 위한 인터페이스 컨셉 디자인을 제작하여 그 활용과 응용 가능성에 대해 연구한다.

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The improvement of GTG response time using new concept LC mixture in S-IPS Mode for high frame frequency technologies

  • Kim, D.K.;Lim, C.S.;Lee, D.J.;Hwang, J.I.;Jung, H.G.;Lee, S.W.;Oh, C.H.;Kang, I.B.;Jin, Min-Ok;Jin, Heui-Seok;Lee, Seung-Eun;Jacob, Thomas;Czanta, Markus;Tarumi, Kazuaki
    • 한국정보디스플레이학회:학술대회논문집
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    • 2006.08a
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    • pp.864-867
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    • 2006
  • In order to satisfy with the clear visibility without any difficulties such as blurring and tailing, the high refreshing rate technology and fast response time of LC itself were applied to TFT-LCDs. In proportion to the decrease of holding time of 1 frame, the fast transition of LC behavior was necessary to both maintain the luminance and minimize the tailing appearance. The introduction of a new LC mixture for faster response times was realized by the good combination of newly introduced dielectrically neutral LC material so called 'Super Low Viscosity' (SLV) and highly polar $CF_2O-linkage$ LC material. This resulted in about a 20% reduction in the ${\gamma}_1$ of the new LC mixture compared to the references. In accordance with a new LC mixture with low ${\gamma}_1$, fast response time of 5ms has been made for S-IPS LCD TV application. Consequently, by applying the high frame frequency of 120Hz driving alongside the 5ms response time characteristics, the MPRT value was reduced by half.

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Aerodynamic Shape Design of a Partial Admission Turbine Using CFD (CFD를 이용한 부분흡입형 터빈 공력형상 설계)

  • Lee, Eun-Seok
    • Transactions of the Korean Society of Mechanical Engineers B
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    • v.30 no.11 s.254
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    • pp.1131-1138
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    • 2006
  • Aerodynamic shape design of a partial admission turbine using CFD has been performed. Two step approaches are adopted in this study. Firstly, two-dimensional blade shape is optimized using CFD and genetic algorithm. Initially, the turbine cascade shape is represented by four design parameters. By controlling the design parameters as variables, the non-gradient search is analyzed for obtaining the maximum efficiency. The final two-dimensional blade proved to have a more blade power than the initial blade. Secondly, the three-dimensional CFD analysis including the nozzle, rotor and stator has been conducted. To avoid a heavy computational load due to an unsteady calculation, the frozen rotor method is implemented in steady calculation. The frozen rotor method can detect a variation of the flow-field dependent upon the blade's circumferential position relative to the nozzle. It gives a better idea of wake loss mechanism starting from the lip of the nozzle than the mixing plane concept. Finally, the combination of two and three dimensional design method of the partial admission turbine in this study has proven to be a robust tool in development phase.