• 제목/요약/키워드: class decomposition

검색결과 112건 처리시간 0.022초

혈소판 라만 스펙트럼에서 특이값 분해에 의한 기저 합성을 통한 알츠하이머병 검출 (A screening of Alzheimer's disease using basis synthesis by singular value decomposition from Raman spectra of platelet)

  • 박아론;백성준
    • 한국산학기술학회논문지
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    • 제14권5호
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    • pp.2393-2399
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    • 2013
  • 본 논문에서는 특이값 분해(SVD: singular value decomposition)에 의한 기저 스펙트럼의 합성을 통해 혈소판 라만 스펙트럼에서 알츠하이머병(AD: Alzheimer's disease)을 검출하는 방법을 제안하였다. AD가 유도된 형질 전환 실험용 쥐의 혈소판에서 측정한 라만 스펙트럼은 가산 잡음과 배경 잡음의 제거와 정규화로 구성된 전처리 과정을 수행한다. 각 데이터 행렬의 열벡터는 AD와 정상(NR: normal)의 라만 스펙트럼으로 구성한다. 이 데이터 행렬을 SVD로 분해한 다음 각 행렬의 열벡터 12개를 AD와 NR의 기저 스펙트럼으로 결정한다. 분류 과정은 각 클래스의 기저 스펙트럼을 선형 합성한 스펙트럼과 분류 스펙트럼의 평균제곱근오차(root mean square error)가 최소인 클래스를 선택하는 것으로 완료된다. 278개의 혈소판 라만 스펙트럼을 사용한 실험에 따르면 제안한 방법의 평균 분류율은 약 97.6%로 주성분 분석(principle components analysis)으로 추출한 특징에 MLP(multi-layer perceptron)를 이용한 경우보다 약 6.1% 정도의 우수한 성능을 보였다. 이 결과에서 SVD에 의한 기저 스펙트럼이 혈소판 라만 스펙트럼에서 AD의 검출에 적합하게 사용될 수 있음을 확인하였다.

상수리나무 가지의 분해 및 분해과정에 따른 영양염류 변화 (Decay Rate and Nutrients Dynamics during Decomposition of Oak Branches)

  • 문형태
    • The Korean Journal of Ecology
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    • 제27권2호
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    • pp.93-98
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    • 2004
  • 상수리나무 가지의 분해율과 분해과정에 따른 영양염류의 변화를 33개월 동안 조사하였다. 33개월 경과 후 가지 의 잔존률은 B₁(직경<1㎝), B₂(1㎝≤직경<2㎝), B₃(3㎝≤직경<4㎝)가 각각 44.5%, 58.5%, 55.3% 이었다. B₁, B₂, B₃의 분해 상수는 각각 0.294/yr, 0.195 /yr, 0.215/yr 이었다. 분해 과정에 따른 질소 함량은 모든 직경급에서 증가하는 경향을 보였다. 33개월 경과 후 질소 잔존률은 B₁, B₂, B₃가 각각 101.2%, 91.9%, 104.4% 이었다. 인 함량은 B₁과 B₂에서 분해가 진행됨에 따라 초기 함량보다 증가하였고, 분해 과정중 인의 부동화 기간은 없었으며, 33개월 경과 후 인 잔존률은 B₁, B₂, B₃가 각각 57.2%, 74.4%, 53.9%이었다. 칼륨 함량은 분해가 진행됨에 따라 초기 값보다 현저하게 감소하였으며, 33 개월 경과 후 잔존률은 B₁, B₂, B₃가 각각 7.7%, 17.1%, 17.2%로 다른 영양염류에 비해 낮았다. 칼슘 함량은 B₁을 제외하고 분해 기간동안 그 값이 증가하였으며, 33개월 경과 후 잔존률은 B₁, B₂, B₃가 각각 58.5%, 47.8%, 75.2%이었다. 마그네슘은 가지의 직경이 작을수록 초기 함량이 높았으며, 33 개월 경과 후 잔존률은 B₁, B₂, B₃에서 각각 44.3%, 57.9%, 47.7%이었다.

Bistatic 레이다 통합 정보처리망의 설계에 관한 연구 (A Study on the Design of the Bistatic Radar Integrated Data Network)

  • 김춘길;이형재
    • 한국통신학회논문지
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    • 제17권3호
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    • pp.307-322
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    • 1992
  • For designing the radar integrated data network, we construct the network structure with a spatial hieratchy decomposition scheme. The RIDN can be decomposed into several subent classes, those of which are composed of the several group classes of radar sites, In a group class. The communication nodes of a radar site are modeled by the software modules formulated with the statistical attributes of discrete events. And we get the analysis over the network through the separately constructed infra group level models which were coded with the C language.From the result of the simulation. We could findthe fact that the data integration system;s performance approaches to the theordtically calculated value after being stable. And also we could get the packet processing status of a communication module’s inner processor which is difficult to oberve through the mathematical calculation tin the subnet model of the integrated data network.

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Effect of Silica Fume and Slag on Compressive Strength and Abrasion Resistance of HVFA Concrete

  • Rashad, Alaa M.;Seleem, Hosam El-Din H.;Shaheen, Amr F.
    • International Journal of Concrete Structures and Materials
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    • 제8권1호
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    • pp.69-81
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    • 2014
  • In this study, portland cement (PC) has been partially replaced with a Class F fly ash (FA) at level of 70 % to produce high-volume FA (HVFA) concrete (F70). F70 was modified by replacing FA at levels of 10 and 20 % with silica fume (SF) and ground granulated blast-furnace slag (GGBS) and their equally combinations. All HVFA concrete types were compared to PC concrete. After curing for 7, 28, 90 and 180 days the specimens were tested in compression and abrasion. The various decomposition phases formed were identified using X-ray diffraction. The morphology of the formed hydrates was studied using scanning electron microscopy. The results indicated higher abrasion resistance of HVFA concrete blended with either SF or equally combinations of SF and GGBS, whilst lower abrasion resistance was noted in HVFA blended with GGBS.

유전 알고리즘을 이용한 복수 물류센터 입지분석용 패키지의 개발 (Development of a Package for the Multi-Location Problem by Genetic Algorithm)

  • 양병학
    • 산업공학
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    • 제13권3호
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    • pp.479-485
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    • 2000
  • We consider a Location-Allocation Problem with the Cost of Land(LAPCL). LAPCL has extremely huge size of problem and complex characteristic of location and allocation problem. Heuristics and decomposition approaches on simple Location-Allocation Problem were well developed in last three decades. Recently, genetic algorithm(GA) is used widely at combinatorics and NLP fields. A lot of research shows that GA has efficiency for finding good solution. Our main motive of this research is developing of a package for LAPCL. We found that LAPCL could be reduced to trivial problem, if locations were given. In this case, we can calculate fitness function by simple technique. We built a database constructed by zipcode, latitude, longitude, administrative address and posted land price. This database enables any real field problem to be coded into a mathematical location problem. We developed a package for a class of multi-location problem at PC. The package allows for an interactive interface between user and computer so that user can generate various solutions easily.

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대규모 비분리 콘벡스 최적화 - 미분가능한 경우 (Large-scale Nonseparabel Convex Optimization:Smooth Case)

  • 박구현;신용식
    • 한국경영과학회지
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    • 제21권1호
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    • pp.1-17
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    • 1996
  • There have been considerable researches for solving large-scale separable convex optimization ptoblems. In this paper we present a method for large-scale nonseparable smooth convex optimization problems with block-angular linear constraints. One of them is occurred in reconfiguration of the virtual path network which finds the routing path and assigns the bandwidth of the path for each traffic class in ATM (Asynchronous Transfer Mode) network [1]. The solution is approximated by solving a sequence of the block-angular structured separable quadratic programming problems. Bundle-based decomposition method [10, 11, 12]is applied to each large-scale separable quadratic programming problem. We implement the method and present some computational experiences.

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전자끄는기를 갖는 산 증식제의 합성 및 특성 연구 (Preparation and Characterization of Acid Amplifiers containing electron withdrawing group)

  • 이은주;정연태
    • 한국인쇄학회지
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    • 제21권1호
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    • pp.21-34
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    • 2003
  • Acid amplifiers derived from a certain class of sulfonates suffer from autocatalytic decomposition in the presence of a strong acid to give corresponding sulfonic acid, which catalyze the composition of the parent sulfonates, leading to the liberation of more of the same sulfonic acids in an exponential manner. In this research we synthesized and evaluated 4-hydroxy-4'-(2-trifluoromethyl)benzenesulfonyloxy isopropylidene dicyclohexane (1), 4,4'-di-(2-trifluoromethyl)benzenesulfonyloxy isopropylidene dicyclohexane (2), 4-hydroxy-4'-(3-trifluoromethyl)benzenesulfonyloxy isopropylidene dicyclohexane (3) and 4,4-di-(3-trifluoromethyl)benzenesulfonyloxy isopropylidene dicyclohexane (4) as novel acid amplifiers with electron withdrawing group. These acid amplifiers (1-4) showed reasonable thermal stability for resist processing temeprature and exhibited higher photosensitivity compared to poly(tert-butyl methacrylate) film without acid amplifiers. Application of acid amplifiers to photofunctional materials, including photoresists, are described as a consequence of the combination of the acid amplifiers with photoacid generator.

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A CONTROLLER DESIGN GUARARNTEEING PRECISE TRAJAECTORY FOLLOWING FOR A ROBOTIC MANIPULATOR

  • Kee, Chang-Doo;Hwang, Won-Gul
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1988년도 한국자동제어학술회의논문집(국제학술편); 한국전력공사연수원, 서울; 21-22 Oct. 1988
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    • pp.981-986
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    • 1988
  • A controller synthesis procedure for precise tracking of reference inputs in the sense of spheres is applied to a 3 d.o.f. robotic manipulator. This methodology applies to a class of nonlinear systems with input uncertainty and parameter uncertainty. The 3 d.o.f. manipulator to be controlled is subjected to varying payloads and is required to follow specified joint trajectories to within prespecified tolerances. The design procedure above lends itself naturally to this type of control problem. The appeal of such a design procedure lies on a special decomposition which exploits linear control theory on the one hand and facilitates a separate treatment of the effects of nonlinearities and the uncertainties on the other.

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Approximate analysis for performance evaluation of serial production line

  • Lee, Noh-Sung;Seo, Ki-Sung;Ahn, Ihnseok;Choi, Joon-Youl;Woo, Kwang-Bang
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1992년도 한국자동제어학술회의논문집(국제학술편); KOEX, Seoul; 19-21 Oct. 1992
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    • pp.458-462
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    • 1992
  • This paper presents a decomposition method to evaluate the performance measures of transfer line with unreliable machine and finite buffers. The proposed method is to decompose the transfer fine into a set of two machine lines for analysis. Nonhomogeneous lines are considered. In such fines, the machines may take the different lengths of time performing operations on parts. A simple transformation is employed in order to replace the line by a homogeneous line. The approximate transformation enables one to determine parameters of performance such as production rate and average buffer levels, and it also shows better applications for a large class of systems.

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Robust $L_2$Optimization for Uncertain Systems

  • Kim, Kyung-Soo;Park, Youngjin
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1995년도 Proceedings of the Korea Automation Control Conference, 10th (KACC); Seoul, Korea; 23-25 Oct. 1995
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    • pp.348-351
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    • 1995
  • This note proposes a robust LQR method for systems with structured real parameter uncertainty based on Riccati equation approach. Emphasis is on the reduction of design conservatism in the sense of quadratic performance by utilizing the uncertainty structure. The class of uncertainty treated includes all the form of additive real parameter uncertainty, which has the multiple rank structure. To handle the structure of uncertainty, the scaling matrix with block diagonal structure is introduced. By changing the scaling matrix, all the possible set of uncertainty structures can be represented. Modified algebraic Riccati equation (MARE) is newly proposed to obtain a robust feedback control law, which makes the quadratic cost finite for an arbitrary scaling matrix. The remaining design freedom, that is, the scaling matrix is used for minimizing the upper bound of the quadratic cost for all possible set of uncertainties within the given bounds. A design example is shown to demonstrate the simplicity and the effectiveness of proposed method.

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