• 제목/요약/키워드: linear algorithm

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선형 등가정하중을 이용한 비선형 거동 구조물의 최적설계 (I) - 알고리듬 - (Structural Optimization for Non-Linear Behavior Using Equivalent Static Loads (I))

  • 박기종;박경진
    • 대한기계학회논문집A
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    • 제29권8호
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    • pp.1051-1060
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    • 2005
  • Nonlinear Response Optimization using Equivalent Static Loads (NROESL) method/algorithm is proposed to perform optimization of non-linear response structures. The conventional method spends most of the total design time on nonlinear analysis. The NROESL algorithm makes the equivalent static load cases for each response and repeatedly performs linear response optimization and uses them as multiple loading conditions. The equivalent static loads are defined as the loads in the linear analysis, which generates the same response field as those in non-linear analysis. The algorithm is validated for the convergence and the optimality. The proposed algorithm is applied to a simple mathematical problem to verify the convergence and the optimality.

뇌파를 이용한 의자의 쾌적성 평가 기술에 관한 연구 (A Study on Comfortableness Evaluation Technique of Chairs using Electroencephalogram)

  • 김동준
    • 대한전기학회논문지:시스템및제어부문D
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    • 제52권12호
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    • pp.702-707
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    • 2003
  • This study describes a new technique for human sensibility evaluation using electroencephalogram(EEG). Production of EEG is assumed to be linear. The linear predictor coefficients and the linear cepstral coefficients of EEG are used as the feature parameters of sensibility and pattern classification performances of them are compared. Using the better parameter, a human sensibility evaluation algorithm is designed. The obtained results are as follows. The linear predictor coefficients showed the better performance in pattern classification than the linear cepstral coefficients. Then, using the linear predictor coefficients as the feature parameter, a human sensibility evaluation algorithm is developed at the base of a multi-layer neural network. This algorithm showed 90% of accuracy in comfortableness evaluation in spite of fluctuations in statistics of EEG signal.

THE COMPUTATION OF POSITIVE SOLUTIONS FOR A BOUNDARY VALUE PROBLEM OF THE LINEAR BEAM EQUATION

  • Ji, Jun;Yang, Bo
    • 대한수학회논문집
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    • 제32권1호
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    • pp.215-224
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    • 2017
  • In this paper, we propose a method of order two for the computation of positive solutions to a boundary value problem of the linear beam equation. The method is based on the Power method for the eigenvector associated with the dominant eigenvalue and the Crout-like factorization algorithm for the banded system of linear equations. It is extremely fast due to the linear complexity of the linear system solver. Numerical result of a test problem is included.

고성능 선형전동기 위치제어 시스템에 대한 최소차원 부하관측기의 실제적 구현 및 이를 이용한 실시간 관성추정기의 구현 (A Study on The Actual Application of the Least Order Load Observer and Effective Online Inertia Identification Algorithm for High Performance Linear Motor Positioning System)

  • 김준석
    • 전기학회논문지
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    • 제56권4호
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    • pp.730-738
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    • 2007
  • As well known when the linear machine is operated between two points repeatedly under positioning control, there are various positioning error at the moment of zero speed owing to the non-linear disturbance like as unpredictable friction force. To remove this positioning error, a simple least order disturbance observer is introduced and is actually implemented in this study. Due to this simple algorithm the over-all machine system can be modified to simple arbitrary given one-mass load without any disturbance. So, the total construction process for positioning control system is much easier than old one. Moreover, to generate a proper effective position profile with the limited actual machine force, a very powerful on-line mass identification algorithm using the load force estimator is presented. In the proposed mass identification algorithm, the exact load mass can be calculated during only one moving stage under a normally generated position profile. All presented algorithm is verified with experimental result with commercial linear servo machine system.

작업자 배정 문제의 다항시간 알고리즘 (Polynomial Time Algorithm for Worker Assignment Problem)

  • 이상운
    • 한국인터넷방송통신학회논문지
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    • 제22권5호
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    • pp.159-164
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    • 2022
  • 선형배정문제 (LAP)와 선형병목배정문제 (LBAP)는 다항시간으로 최적 해를 구하는 알고리즘이 알려져 있지 않은 NP-난제로 분류되어 메타휴리스틱 방법이나 O(m4) 계산 복잡도의 선형계획법 (LP) 소프트웨어 패키지나 헝가리안 알고리즘 (HA)을 적용하고 있다. 본 논문은 LAP와 LBAP에 대해 O(mn)=O(m2),m=n 복잡도의 다항시간 알고리즘을 제안하였다. LAP에 대해서는 선택-삭제 방법을, LBAP에 대해서는 삭제-선택 방법을 단순히 적용하였다. 모든 데이터에 적합한 유일한 알고리즘이 존재하지 않는 실험 데이터에 제안된 알고리즘을 적용한 결과, 제안된 알고리즘은 모든 데이터에 대해 최적 해를 구할 수 있었다.

비선형 알고리즘을 이용한 3축 제어 시스템의 설계 및 제작 (Design and Implementation of 3-Axis Control System using The Non-Linear Algorithm)

  • 조병관;이환희;최우진;김유기;이승대
    • 한국전자통신학회논문지
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    • 제17권5호
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    • pp.833-840
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    • 2022
  • 산업 현장에서 자동화 장비 및 모터의 정밀도가 요구되고 있고 전 세계 모터 시장 규모는 많이 증가하였지만, 국내 모터 기술은 해외 기술보다 뒤처져 있다. 본 논문에서는 모터의 기술 향상을 위해 PLC 서보 모터와 아두이노 스텝모터에 비선형 알고리즘을 적용하여 정밀도 안정도, 효율을 선형 알고리즘과 비교하였다. 비선형 알고리즘이 선형 알고리즘에 비해 모터의 최고 속도가 빨라 같은 구동 기준 소요 시간을 단축할 수 있었으며 곡률이 적어 정밀도가 향상되는 것을 확인하였다.

Switched Reluctance 형 비접촉 선형 스테이지를 위한 구동 알고리즘 (A Driving Algorithm for a Switched Reluctance type Contact-Free Linear Stage)

  • 이상헌
    • 한국정밀공학회지
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    • 제23권5호
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    • pp.85-92
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    • 2006
  • Recently in the field of precision positioning device, the contact-free stages are gaining focuses with their outstanding performances by eliminating mechanical frictions. This paper presents the driving algorithm for contact-free linear stage based on switched reluctance principle. The proposed driving algorithm has a similar structure of that of switched reluctance motor but this study has its own originality in terms of reducing the normal farces and force ripple at the same time. The simulation and experiment are executed to verify the proposed algorithm.

퍼지 최소 자승 선형회귀분석 알고리즘을 이용한 특수일 전력수요예측 (Load Forecasting for Holidays Using a Fuzzy Least Squares Linear Regression Algorithm)

  • 송경빈;구본석;백영식
    • 대한전기학회논문지:시스템및제어부문D
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    • 제52권4호
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    • pp.233-237
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    • 2003
  • An accurate load forecasting is essential for economics and stability power system operation. Due to high relationship between the electric power load and the electric power price, the participants of the competitive power market are very interested in load forecasting. The percentage errors of load forecasting for holidays is relatively large. In order to improve the accuarcy of load forecasting for holidays, this paper proposed load forecasting method for holidays using a fuzzy least squares linear regression algorithm. The proposed algorithm is tested for load forecasting for holidays in 1996, 1997, and 2000. The test results show that the proposed algorithm is better than the algorithm using fuzzy linear regression.

A Linear Back-off Algorithm for IEEE 802.11 Wireless LAN

  • Cho Chi-woo;Son Jeong-ho;Pak Jin-suk;Son Jae-min;Han Ki-jun
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2004년도 ICEIC The International Conference on Electronics Informations and Communications
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    • pp.317-320
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    • 2004
  • The exponential back-off algorithm doubles the back-off size after each collision without considering network traffic status, which causes degradation of system performance. In this paper, we propose a linear random back-off mechanism which dynamically selects the back-off window size based on the channel status which includes the number of active stations and collisions to significantly increase the protocol capacity. We present an analytical model for the saturated throughput of our linear random back-off algorithm. Simulation results show that performance can be substantially enhanced if binary exponential back-off algorithm is replaced by a linear back- off algorithm.

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