• 제목/요약/키워드: recursive

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GA기반 TSK 퍼지 분류기의 설계 및 응용 (The Design of GA-based TSK Fuzzy Classifier and Its application)

  • 곽근창;김승석;유정웅;전명근
    • 한국지능시스템학회:학술대회논문집
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    • 한국퍼지및지능시스템학회 2001년도 추계학술대회 학술발표 논문집
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    • pp.233-236
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    • 2001
  • In this paper, we propose a TSK-type fuzzy classifier using PCA(Principal Component Analysis), FCM(Fuzzy C-Means) clustering and hybrid GA(genetic algorithm). First, input data is transformed to reduce correlation among the data components by PCA. FCM clustering is applied to obtain a initial TSK-type fuzzy classifier. Parameter identification is performed by AGA(Adaptive Genetic Algorithm) and RLSE(Recursive Least Square Estimate). we applied the proposed method to Iris data classification problems and obtained a better performance than previous works.

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덕트 잡음 제거를 위한 다중 모델 적응 능동 소음 제어 (Multiple Model Adaptive Active Control of Noise in a Duct)

  • 남현도;정종대
    • 한국조명전기설비학회:학술대회논문집
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    • 한국조명전기설비학회 1992년도 추계학술발표회논문집
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    • pp.56-59
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    • 1992
  • Adaptive active attenuation of noise in a duct is considered. A duct is modelled when the acoustic feedback exists. The secondary path transfer function is estimated using multiple model approaches. An IIR structure is assumed for the control filter, and the recursive least mean squares algorithm is used to adjust the filter coefficients.

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혁신적 미래인터넷 설계를 위한 Recursive DIF 모델

  • 정희영;전우직
    • 정보와 통신
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    • 제27권10호
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    • pp.19-26
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    • 2010
  • 본고에서는 미래인터넷에 대한 혁신적 설계의 필요성과 이러한 접근 방법의 하나로 최근에 제안되고 있는 방법의 하나인 R-DIF 모델의 주요 내용을 소개한다. R-DIF 모델은 현 인터넷의 문제점을 근본적으로 극복하기 위해 제안되었으며, 메커니즘과 정책의 분리, 연결형과 비연결형의 통합, 토플로지 주소 기반의 새로운 네이밍/어드레싱 및 반복적인 DIF 구조 형성 등을 특징으로 한다.

블록펄스함수 전개를 이용한 Descriptor 시스템의 대수적 관측기 설계 (Algebraic Observer Design for Descriptor Systems via Block-pulse Function Expansions)

  • 안비오
    • 대한전기학회논문지:시스템및제어부문D
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    • 제50권6호
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    • pp.259-265
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    • 2001
  • In the last two decades, many researchers proposed various usages of the orthogonal functions such as Walsh, Haar and BPF to solve the system analysis, optimal control, and identification problems from and algebraic form. In this paper, a simple procedure to design and algerbraic observer for the descriptor system is presented by using block pulse function expansions. The main characteristic of this technique is that it converts differential observer equation into an algerbraic equation. And furthermore, a simple recursive algorithm is proposed to obtain BPFs coefficients of the observer equation.

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A New Estimator for Seasonal Autoregressive Process

  • So, Beong-Soo
    • Journal of the Korean Statistical Society
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    • 제30권1호
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    • pp.31-39
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    • 2001
  • For estimating parameters of possibly nonlinear and/or non-stationary seasonal autoregressive(AR) processes, we introduce a new instrumental variable method which use the direction vector of the regressors in the same period as an instrument. On the basis of the new estimator, we propose new seasonal random walk tests whose limiting null distributions are standard normal regardless of the period of seasonality and types of mean adjustments. Monte-Carlo simulation shows that he powers of he proposed tests are better than those of the tests based on ordinary least squares estimator(OLSE).

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SOME NEW RESULTS ON THE RUDIN-SHAPIRO POLYNOMIALS

  • Taghavi, M.;Azadi, H.K.
    • Journal of applied mathematics & informatics
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    • 제26권3_4호
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    • pp.583-590
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    • 2008
  • In this article, we focuss on. sequences of polynomials with {$\pm1$} coefficients constructed by recursive argument that is known as Rudin-Shapiro polynomials. The asymptotic behavior of these polynomials defines as the ratio of their 2q-norm with 2-norm to be dominated by some number depending on q or "the best" by an absolute constant. In this work we first show the conjecture holds for some finite numbers of m and then introduce a technique that give the result for any positive odd integer m whenever it holds for all pervious even numbers.

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Leaky Bucket 시스템에서 트래픽제어에 관한 대기행렬모형 (A Queueing Model for Traffic Control in Leaky Bucket System)

  • 횡철희;이호우;윤승현;안부용;박노익
    • 한국경영과학회지
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    • 제22권2호
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    • pp.45-65
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    • 1997
  • We build a queueing model for buffered leaky bucket system. First, we set up system equations and them calculate the steady-state probabilities at an arbitrary time epoch by recursive method. We derive the mean waiting time and the mean number of cells in the input buffer, and evaluate the performance of the buffered leaky bucket system to find the optimal queue capacity and token generation rate that meet the quality of service(QoS).

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다단계 뉴럴네트워크(Neural Network)에 의한 온-라인 기계상태감시

  • 한정희;왕지남;허정준
    • 한국경영과학회:학술대회논문집
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    • 대한산업공학회/한국경영과학회 1995년도 춘계공동학술대회논문집; 전남대학교; 28-29 Apr. 1995
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    • pp.504-509
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    • 1995
  • 컴퓨터에 의한 생산시스템의 통합체계화와 온-라인화에 따라 자동화된 설비진단 방법이 요구되어지고 있다. 이에 따라 기계설비에 각종 센서를 부착하여 실시간으로 수집된 출력신호를 이용하여 기계설비를 온-라인으로 감시하는 여러가지 기법들이 제시되고 있다. 본 연구에서는 진동센서로부터의 신호를 radial 함수에 근거한 다단계 뉴럴 네트워크(Neural Network)로 모형화하여 기계설비 상태를 감시하는 방법을 제시한다. 또한 다단계 모델링 분석을 통하여 신호를 예측하고 설비고장 원인을 분류하며, 다른 모형과의 비교를 통하여 효율성 평가와 최적 단계수를 결정하였다. 온라인 학습 알고리즘은 recursive least squares와 clustering 방법을 이용한다.

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