• Title/Summary/Keyword: high-order convergence

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PERIODIC SOLUTION TO DELAYED HIGH-ORDER COHEN-GROSSBERG NEURAL NETWORKS WITH REACTION-DIFFUSION TERMS

  • Lv, Teng;Yan, Ping
    • Journal of applied mathematics & informatics
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    • v.28 no.1_2
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    • pp.295-309
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    • 2010
  • In this paper, we study delayed high-order Cohen-Grossberg neural networks with reaction-diffusion terms and Neumann boundary conditions. By using inequality techniques and constructing Lyapunov functional method, some sufficient conditions are given to ensure the existence and convergence of the periodic oscillatory solution. Finally, an example is given to verify the theoretical analysis.

Organizational Culture, Organizational Structure and Emotional Labor of Dental Workers Impact of Convergence on Job Satisfaction (치과종사자들의 조직문화, 조직구조 및 감정노동의 융합적 관계가 직무만족에 미치는 영향)

  • Yoon, Sunguk
    • Journal of Convergence for Information Technology
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    • v.10 no.1
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    • pp.187-194
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    • 2020
  • This study surveyed the convergence of organizational culture, organizational structure, emotional labor on job satisfaction of dental workers and analyzed it with SPSS WIN18.0 program to obtain statistically significant results(p<.05). Organizational culture was high men, dental hygienist, university graduates, hospitals, many workers, High income. Organization structure was high hospitals, many workers. Emotional labor was high low age and career, single, drinking. Job satisfaction was high more than 10 workers, high income. There was a positive correlation between job satisfaction, organizational culture, organizational structure. The regression analysis showed that Y (job satisfaction) = .907 + .106 (organizational structure). Therefore, in order to enhance job satisfaction of dental workers, it is necessary to make an effort to form a positive organizational culture by considering variables related to organizational structure.

A Study on the Understanding and Solving Tasks of AI Convergence Education (AI 융합교육의 이해와 해결 과제에 대한 고찰)

  • Sook-Young Choi
    • Journal of Industrial Convergence
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    • v.21 no.1
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    • pp.147-157
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    • 2023
  • In this study, we approached from the perspective of AI convergence education in elementary, middle and high schools to understand AI convergence education. We examined what capabilities AI convergence education ultimately seeks to pursue, and analyzed various examples of AI convergence education in three dimensions: core curriculum, convergence model, AI learning elements and learning activities. In addition, factors to be considered in order for AI convergence education to be actively carried out include the cultivation of AI convergence education capabilities of teachers, the development and dissemination of AI teaching and learning methods and teaching and learning models, and evaluation methods for AI convergence education.

DEVELOPMENT OF A HIGH-ORDER IMPLICIT DISCONTINUOUS GALERKIN METHOD FOR SOLVING COMPRESSIBLE NAVIER-STOKES EQUATIONS (압축성 Navier-Stokes 방정식 해를 위한 고차 정확도 내재적 불연속 갤러킨 기법의 개발)

  • Choi, J.H.;Lee, H.D.;Kwon, O.J.
    • Journal of computational fluids engineering
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    • v.16 no.4
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    • pp.72-83
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    • 2011
  • A high-order discontinuous Galerkin method for the two-dimensional compressible Navier-Stokes equations was developed on unstructured triangular meshes. For this purpose, the BR2 methd(the second Bassi and Rebay discretization) was adopted for space discretization and an implicit Euler backward method was used for time integration. Numerical tests were conducted to estimate the convergence order of the numerical solutions of the Poiseuille flow for which analytic solutions are available for comparison. Also, the flows around a flat plate, a 2-D circular cylinder, and an NACA0012 airfoil were numerically simulated. The numerical results showed that the present implicit discontinuous Galerkin method is an efficient method to obtain very accurate numerical solutions of the compressible Navier-Stokes equations on unstructured meshes.

A Stop-and-Go Dual-Mode Modified Constant Modulus Algorithm for Adaptive Blind Equalization of High-Order QAM Signals (고밀도 광 기록 채널을 위한 터보 코드와 터보 등화기를 연접한 데이터 복호 방법)

  • 임창현;김기윤;김동규;최형진
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.25 no.6B
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    • pp.1074-1081
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    • 2000
  • In this paper, in order to speed up the convergence process and improve the steady mean square error simultaneously, we propose the Stop-and-Go Dual Mode Modified Constant Modulus Algorithm(SAG DM MCMA) for adaptive blind channel equalization of high order QAM. The proposed algorithm is a hybrid scheme of the Modified CMA that treat error signals with real and imaginary components of the equalizer output, the concept of dual mode CMA, and Stop-and-Go algorithm. As a result it can prevent blind equalization from converging to incorrect direction and simultaneously operates reliably for tap weight adaptation. We demonstrate via simulation that the proposed algorithm achieves lower steady state mean square error and residual ISI than the conventional algorithms under high order QAM signals and severe channel environment.

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COMPUTATIONAL PITFALLS OF HIGH-ORDER METHODS FOR NONLINEAR EQUATIONS

  • Sen, Syamal K.;Agarwal, Ravi P.;Khattri, Sanjay K.
    • Journal of applied mathematics & informatics
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    • v.30 no.3_4
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    • pp.395-411
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    • 2012
  • Several methods with order higher than that of Newton methods which are of order 2 have been reported in literature for solving nonlinear equations. The focus of most of these methods was to economize on/minimize the number of function evaluations per iterations. We have demonstrated here that there are several computational pit-falls, such as the violation of fixed-point theorem, that one could encounter while using these methods. Further it was also shown that the overall computational complexity could be more in these high-order methods than that in the second-order Newton method.

Improving the eigenvalue using higher order elements without re-solving

  • Stephen, D.B.;Steven, G.P.
    • Structural Engineering and Mechanics
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    • v.5 no.4
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    • pp.385-398
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    • 1997
  • High order finite element have a greater convergence rate than low order finite elements, and in general produce more accurate results. These elements have the disadvantage of being more computationally expensive and often require a longer time to solve the finite element analysis. High order elements have been used in this paper to obtain a new eigenvalue solution with out re-solving the new model. The optimisation of the eigenvalue via the differentiation of the Rayleigh quotient has shown that the additional nodes associated with the higher order elements can be condensed out and solved using the original finite element solution. The higher order elements can then be used to calculate an improved eigenvalue for the finite element analysis.

High Efficiency Strategy of High Input Voltage SMPS (고전압 입력용 SMPS의 고효율 전략)

  • Woo, Dong-Young;Park, Seong-Mi;Park, Sung-Jun
    • Journal of the Korean Society of Industry Convergence
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    • v.22 no.3
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    • pp.365-371
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    • 2019
  • Recently, the demonstration and research on the power transmission using high voltage DC such as HVDC(High Voltage DC), Smart Grid, DC transmission and distribution have been actively conducted. In order to control the power converter in high-voltage DC power transmission system, SMPS(Switching Modulation Power Supply) for power converter control using high-voltage DC input is essential. However, the demand for high-pressure SMPS is still low, so the development is not enough. In the low-output SMPS using the high-voltage input, it is difficult to achieve high efficiency due to the switching transient loss especially at light load. In this paper, we propose a new switching scheme for high power SMPS control for low output power. The proposed method can provide better efficiency increase effect in the light load region compared to the existing PWM method. To verify the feasibility of the proposed method, a 40 W SMPS for HVDC MMC(Modulation Multi-level Converter) was designed and verified by simulation.

Modified Genetic Algorithm for Fast Beam Formation in Wireless Network (무선 메쉬 네트워크 환경에서 빠른 빔형성을 위한 개선된 유전알고리즘)

  • Lee, Dong-kyu;Ahn, Jong-min;Park, Chul;Kim, Han-na;Chung, Jae-hak
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.40 no.9
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    • pp.1686-1692
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    • 2015
  • This paper proposes a modified genetic algorithm that has the same beamforming performance and a fast convergence speed using general genetic algorithm in order to form a beam for the mobile node in a mesh network. The proposed beamforming genetic algorithm selects a part of chromosome a high fitness value in mating process to obtain fast convergence speed, and rest part of chromosome with longer fitness value in order to avoid local solution. Furthermore, the reference beam pattern with Gaussian shape reduces additional convergence speed. Simulation shows that the convergence speed of proposed algorithm improves 20% compared with that of conventional beamforming genetic algorithm.

A study on the manufacture of cylindrical vaporization amplification sheets using centrifugal force (원심력을 이용한 원통형 증기화 증폭 시트 제작 연구)

  • Ko, Min-Sung;Wi, Eun-Chan;Yun, Yi-Seob;Lee, Joo-Hyung;Baek, Seung-Yub
    • Design & Manufacturing
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    • v.16 no.1
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    • pp.43-49
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    • 2022
  • As technologies in various industrial fields develop, high-quality parts are required. In the past, precision parts were produced by the contact machining method, but the contact machining method has clear limitations. In order to solve this problem, research on a non-contact processing method has been conducted, and laser processing and electric discharge processing are representative. However, the non-contact method has a problem in that productivity is insufficient, and there is a problem that it takes a lot of time to continuously process microholes. Researchers have developed an electron beam drilling equipment for continuous processing of fine holes, and a vaporization amplification sheet to increase the processing efficiency of the equipment. In this study, a cylindrical vaporization amplification sheet using room temperature curing type silicon was fabricated, and the metal distribution and thickness uniformity of the produced sheet were analyzed. In order to manufacture a cylindrical vaporization amplification sheet, an equipment capable of using centrifugal force was developed, and a sample in which metal powder was evenly distributed and a constant thickness was produced.