• Title/Summary/Keyword: convergence theory

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Takagi-Sugeno Fuzzy Model-Based Iterative Learning Control Systems: A Two-Dimensional System Theory Approach (Takagi-Sugeno 퍼지모델에 기반한 반복학습제어 시스템: 이차원 시스템이론을 이용한 접근방법)

  • Chu, Jun-Uk;Lee, Yun-Jung;Park, Bong-Yeol
    • Journal of Institute of Control, Robotics and Systems
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    • v.8 no.5
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    • pp.385-392
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    • 2002
  • This paper introduces a new approach to analysis of error convergence for a class of iterative teaming control systems. Firstly, a nonlinear plant is represented using a Takagi-Sugeno(T-S) fuzzy model. Then each iterative learning controller is designed for each linear plant in the T-S fuzzy model. From the view point of two-dimensional(2-D) system theory, we transform the proposed learning systems to a 2-D error equation, which is also established if the form of T-S fuzzy model. We analyze the error convergence in the sense of induced L$_2$-norm, where the effects of disturbances and initial conditions on 2-D error are considered. The iterative teaming controller design problem to guarantee the error convergence can be reduced to the linear matrix inequality problem. This method provides a systematic design procedure for iterative teaming controller. A simulation example is given to illustrate the validity of the proposed method.

Theory and Analysis Method of Tunnel Convergence (터널 내공변위의 이론과 계측결과의 분석)

  • 김호영;박의섭
    • Tunnel and Underground Space
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    • v.3 no.1
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    • pp.80-95
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    • 1993
  • Convergence measurements play very important role in the assessment of stability of a tunnel and of the economics of rock reinforcements. The characteristics of convergences are both due to the face advance effect and the time-dependent behaviour of rocks. As the convergence law can be modeled as a specific function of two variables of distance and time, we can determine the type of function and the related parameters from the field measurements. By using the regression method based on the Levengberg-Marquardt algorithm, an analysis of convergence of two different tunnels and one numerical example is described. It is shown that the convergence can be modeled as following function, C(x)=a{1-exp(-bx)} or C(t)=a{1-exp(-bt)} in case of a tunnel excavated in elastic rocks, in case of elasto-plastic or over stressed rocks.

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A Study on Fast Convergence Algorithm of Block Adaptive Filter in Frequency Domain (주파수 영역에서 블럭적응 필터의 고속 수렴 알고리즘에 관한 연구)

  • 강철호;조해남
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.10 no.6
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    • pp.308-316
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    • 1985
  • A new implementation of Block Adaptive filter in frequency domain is presented in this paper. Block digital filtering involves the calculation of a block or finite set of filter out put from a block of input values. A fast convergence algorithm of block adaptive filter is developed using Gordar theory and compared with the performance results of Satio algorithm and BLMS algorithm. Form the result we can be shown that the convergence state of given algorithm is not only faster than BLMS algorithm but also the resulting convergence error is less than the convergence error of Satio algorithm.

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A Novel Study on Community Detection Algorithm Based on Cliques Mining (클리크 마이닝에 기반한 새로운 커뮤니티 탐지 알고리즘 연구)

  • Yang, Yixuan;Peng, Sony;Park, Doo-Soon;Kim, Seok-Hoon;Lee, HyeJung;Siet, Sophort
    • Proceedings of the Korea Information Processing Society Conference
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    • 2022.11a
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    • pp.374-376
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    • 2022
  • Community detection is meaningful research in social network analysis, and many existing studies use graph theory analysis methods to detect communities. This paper proposes a method to detect community by detecting maximal cliques and obtain the high influence cliques by high influence nodes, then merge the cliques with high similarity in social network.

A Study on the Algorithms of Highways Analysis Using Graph Theory (그래프 이론을 이용한 고속도로 분석 알고리즘에 관한 연구)

  • Hail Oh;Suho Son;Sookyeong Jang;Kisoeb Park;moonseong Kim;Gwangyeon Lee
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2023.01a
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    • pp.293-296
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    • 2023
  • 본 논문에서는 고속도로의 교통망의 연결성을 분석하고 예측하기 위하여 그래프 이론을 이용하여 접근성 지표의 알고리즘을 제안한다. 먼저 2025년 고속도로 교통망을 그래프로 나타낸 운송네트워크를 구한다. 그리고 그래프 이론의 연결수, 비교거리, 접근지표, 연결도, 산포지수, 지름 등의 개념을 이용하여 2025년 고속도로 교통망의 연결성을 분석하고 예측하기 위하여 주어진 운송네트워크로부터 다양한 접근성 지표를 쉽게 얻을 수 있는 알고리즘을 제시한다. 이를 통하여 고속도로의 운송네트워크에서 교통의 중심이 되는 도시를 찾을 수 있다.

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Exploring the Design of Artificial Intelligence Convergence Liberal Arts Curriculum Based on Flipped Learning and Maker Education: Focusing on Learner Needs Assessment (플립 러닝과 메이커 교육 기반 인공지능 융합교양교과목 설계 방향 탐색 : 학습자 요구 분석을 중심으로)

  • Kim, Sung-ae
    • Journal of Practical Engineering Education
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    • v.13 no.2
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    • pp.221-232
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    • 2021
  • The purpose of this study is to explore the design direction of artificial intelligence convergence liberal arts subjects based on flip learning and maker education through analysis of learner needs in a non-face-to-face classroom environment caused by COVID-19. To this end, we analyzed the priorities of subject content elements by using the Borich needs assessment and The Locus for Focus model along with students' perceptions of flip learning for students who took and did not take maker education-based liberal arts courses. Based on this, it was used as basic data for designing the curriculum. The study results are as follows. First, the content elements of the artificial intelligence liberal arts curriculum based on maker education consisted of a total of 9 areas and were designed as a class using flip learning. Second, the areas with the highest demand for education are 'Artificial Intelligence Theory', 'Artificial Intelligence Programming Practice', 'Physical Computing Theory', 'Physical Computing Practice', followed by 'Convergence Project', '3D Printing Theory', '3D Printing practice' was decided. Third, most of the questionnaires regarding the application of flip learning in maker education-based artificial intelligence liberal arts subjects showed positive responses regardless of whether they took the course, and the satisfaction of the students was very high. Based on this, an artificial intelligence-based convergence liberal arts curriculum using flip learning and maker education was designed. This is meaningful in that it provides an opportunity to cultivate artificial intelligence literacy for college students by preparing the foundation for artificial intelligence convergence education in liberal arts education by reflecting the needs of students.

Analysis Influential Factors for Media Selection in Banking Transaction Context (온.오프라인 은행거래를 위한 매체선택 영향 요인)

  • Cho, Nam-Jae;Park, Ki-Ho;Lim, Hae-Kyung
    • Journal of Digital Convergence
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    • v.6 no.3
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    • pp.75-84
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    • 2008
  • The purpose of our this research, based on the Media Selection Theory, the Technology Acceptance Model, and the Social Influence Theory, is to investigate the influential factors that affect media selection in banking transactions. Analyses showed that for location sensitive bank window's and ATMs (automatic teller machines), defined as offline-based transaction channels, convenience was the variable affecting media selection. However, in the case of online media not related to location, (phone banking, internet banking, and mobile banking) reliability was the significant variable influencing use. The findings show that banking organizations may benefit from identifying traits of media affecting use, and should differentiate customer services for competitive advantage.

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A new plate model for vibration response of advanced composite plates in thermal environment

  • Taleb, Ouahiba;Houari, Mohammed Sid Ahmed;Bessaim, Aicha;Tounsi, Abdelouahed;Mahmoud, S.R.
    • Structural Engineering and Mechanics
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    • v.67 no.4
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    • pp.369-383
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    • 2018
  • In this work, a novel hyperbolic shear deformation theory is developed for free vibration analysis of the simply supported functionally graded plates in thermal environment and the FGM having temperature dependent material properties. This theory has only four unknowns, which is even less than the other shear deformation theories. The theory presented is variationally consistent, without the shear correction factor. The present one has a new displacement field which introduces undetermined integral variables. Equations of motion are obtained by utilizing the Hamilton's principles and solved via Navier's procedure. The convergence and the validation of the proposed theoretical model are performed to demonstrate the efficacy of the model.

The Effect of Compassion on Job Performance: Focusing on the Creating Research Model through Qualitative Research (공감(compassion)이 업무성과에 미치는 영향 : 질적 연구를 통한 연구모형 개발을 중심으로)

  • Ko, Sung-Hoon
    • Journal of Convergence for Information Technology
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    • v.9 no.6
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    • pp.65-74
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    • 2019
  • The purpose of this study is to reveal the causal relationship between core categories experienced by firefighters in the organization based on the grounded theory as a method of qualitative research. In this study, we interviewed 50 firefighter information providers who work in Seoul in 2014, 2017, and 2018, and conducted a research model that shows the causal relationship of core categories through open coding, axial coding, and selective coding. As a result, compassion experienced by information providers is revealed as a core category, and this compassion has a positive effect on positive work related identity, collective self esteem, and job performance. Therefore, the theoretical implication of this study is that it has derived a research model that shows the causal relationship between compassion and job performance based on grounded theory as a qualitative research methodology. This study will contribute to the formation of the organizational culture that enables firefighters who desperately need compassion in the fire department organization to more actively exchange compassionate actions.