• Title/Summary/Keyword: Kyungpook Mathematical Journal

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상관성과 단순선형회귀분석 (Correlation and Simple Linear Regression)

  • 박선일;오태호
    • 한국임상수의학회지
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    • 제27권4호
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    • pp.427-434
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    • 2010
  • Correlation is a technique used to measure the strength or the degree of closeness of the linear association between two quantitative variables. Common misuses of this technique are highlighted. Linear regression is a technique used to identify a relationship between two continuous variables in mathematical equations, which could be used for comparison or estimation purposes. Specifically, regression analysis can provide answers for questions such as how much does one variable change for a given change in the other, how accurately can the value of one variable be predicted from the knowledge of the other. Regression does not give any indication of how good the association is while correlation provides a measure of how well a least-squares regression line fits the given set of data. The better the correlation, the closer the data points are to the regression line. In this tutorial article, the process of obtaining a linear regression relationship for a given set of bivariate data was described. The least square method to obtain the line which minimizes the total error between the data points and the regression line was employed and illustrated. The coefficient of determination, the ratio of the explained variation of the values of the independent variable to total variation, was described. Finally, the process of calculating confidence and prediction interval was reviewed and demonstrated.

한국 남해와 동해 연안역 주요 먹이 어종의 풍도변화에 따른 삼치 개체군의 변동 (Population Variation of Spanish Mackerel (Scomberomorus niphonius) according to Its Major Prey Abundance in Southern and Eastern Coastal Waters of Korea)

  • 김진영;김영순;김희용
    • 한국환경과학회지
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    • 제30권10호
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    • pp.811-820
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    • 2021
  • The population variation of Spanish mackerel (Scomberomorus niphonius) according to its major prey abundance was analyzed using monthly catches of coastal set net fisheries in the southern waters off Gyeongsangnam-do and eastern waters off Gyeongsangbuk-do of Korea from 2006 to 2019. The abundance of Spanish mackerel and its prey species fluctuated almost simultaneously with time lags of +2 to -2 months between the set net fisheries in the southern and eastern waters. The generalized additive model revealed that the abundance of Spanish mackerel was influenced by its prey species such as hairtail and anchovy in southern waters, and common mackerel and horse mackerel in eastern waters. The model deviance explained 49% and 42% of Spanish mackerel abundance in southern and eastern waters respectively. These results suggest that the abundance of Spanish mackerel is affected by seasonal migratory prey fish species in the coastal areas and can be linked to their northerly migration.

자연 수리자극을 이용한 소유역 규모 대수층 수리전도도 특성화: 지구통계 진화전략 역산해석 기법의 적용 가능성 시험 (Feasibility Test for Hydraulic Conductivity Characterization of Small Basin-Scale Aquifers Based on Geostatistical Evolution Strategy Using Naturally Imposed Hydraulic Stress)

  • 박은규
    • 한국지하수토양환경학회지:지하수토양환경
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    • 제25권4호
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    • pp.87-97
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    • 2020
  • In this study, the applicability of the geostatistical evolution strategy as an inverse analysis method of estimating hydraulic properties of small-scale basin was tested. The geostatistical evolution strategy is a type of data assimilation method that can effectively estimate aquifer hydraulic conductivity by combining a global optimization model of the evolution strategy and a local optimization model of the ensemble Kalman filtering. In the applicability test, the geometry, hydraulic boundary conditions, and the distribution of groundwater monitoring wells of Hanlim-Eup were employed. On the other hand, a synthetic hydraulic conductivity distribution was generated and used as the reference property for ease of estimation quality assessment. In the estimations, two different cases were tested where, in Case I, both groundwater levels and hydraulic conductivity measurements were assumed to be available, and only the groundwater levels were available, in Case II. In both cases, the reference and estimated hydraulic conductivity fields were found to show reasonable similarity, even though the prior information for estimation was not accurate. The ability to estimate hydraulic conductivity without accurate prior information suggests that this method can be used effectively to estimate mathematical properties in real-world cases, many of which little prior information is available for the aquifer conditions.

이기종망에서 글로벌 끊김 없는 핸드오버를 위한 P2P 기반 이동성 관리 프로토콜 (P2P-based Mobility Management Protocol for Global Seamless Handover in Heterogeneous Wireless Network)

  • 천승만;이승무;박종태
    • 전자공학회논문지
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    • 제49권12호
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    • pp.73-80
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    • 2012
  • 본 논문에서는 이기종망에서 글로벌 끊김 없는 핸드오버를 지원하기 위한 P2P (Peer-to-Peer) 기반 이동성 관리 프로토콜을 제시한다. IETF MIPv4/v6와 이를 확장한 이동성 관리 프로토콜과 같은 기존의 이동성 관리 프로토콜과는 달리, 제안된 프로토콜은 기존의 네트워크 인프라구조의 변경 없이 글로벌 끊김없는 핸드오버를 지원할 수 있다. 제안된 프로토콜의 아이디어는 이동성 관리를 위한 위치관리 기능은 패킷 전달 기능과 분리하였고, 패킷 전송을 위한 양방향 IP 터널링은 종단의 이동단말들 간에 동적으로 생성하는 것이다. 추가적으로, 핸드오버 도중에 발생하는 큰 핸드오버 지연시간 및 많은 패킷 손실을 줄이기 위해 IEEE 802.21 MIH (Media Independent Handover) 기능을 이용한 조기 핸드오버 기술을 개발하였다. 이를 위한 상세구조와 핸드오버 프로토콜을 설계하였고, 제안된 이동성 관리 프로토콜에 대한 성능분석을 위해, 수학적인 분석 및 네트워크 시뮬레이터를 이용한 성능 분석을 수행하였다. 핸드오버 지연시간 및 패킷 손실의 성능 면에서 제안된 이동성 관리 프로토콜은 기존의 IETF MIPv6와 HMIPv6에 비해 상당히 줄임을 입증하였다.

글로벌 IP 이동성 지원을 위한 P2P 기반 간단한 이동성 관리 프로토콜 (Simple Mobility Management Protocol Based on P2P for Global IP Mobility Support)

  • 천승만;나재욱;박종태
    • 대한전자공학회논문지TC
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    • 제48권12호
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    • pp.17-27
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    • 2011
  • 기존의 대부분의 이동성 관리 프로토콜 (IETF MIPv4/6, IETF MIPv6를 확장한 이동성 관리 프로토콜)은 현존하는 네트워크 인프라를 부분적으로 변경해야 하기 때문에 글로벌한 끊김 없는 핸드오버를 지원하지 못한다. 본 논문에서는 이기종 망간 글로벌 끊김 없는 핸드오버 방법인 간단한 이동성 관리 프로토콜 (Simple Mobility Management Protocol: SMMP)를 제안한다. 글로벌 사용자 및 서비스 이동성을 지원하기 위해, SMMP는 이동성 관리를 위한 별도의 위치 관리 기능을 수행하는 DMMS를 사용하며, IEEE 802.21 MIH 표준을 확장한 IEEE MIH 확장 서버를 사용하여 양방향 터널링을 동적으로 생성함으로써 끊김 없는 IP 이동성을 지원하는 것이다. 이를 위한 상세한 SMMP 구조 및 기능을 설계하였다. 마지막으로, 성능 평가에서 NS-2를 이용한 시뮬레이션 및 수치적인 성능 분석을 수행하였고, 이동성 관리 성능 평가의 지표인 핸드오버 지연시간, 패킷 손실 및 첨두 신호대 잡음비 (Peak Signal Noise Ratio: PSNR)에서 기존의 이동성 프로토콜인 MIPv6, HMIPv6에 비해 제안된 SMMP가 성능이 우수함을 보였다.

영역기반 초저속 부호화를 위한 인간 시각 체계에 기반한 계층적 영상 분할 (Hierarchical Image Segmentation Based on HVS Characteristic for Region-Based Very Low Bit Rate Coding)

  • 송근원;박영식;한규필;남재열;하영호
    • 전자공학회논문지S
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    • 제36S권1호
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    • pp.70-80
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    • 1999
  • 본 논문에서는 인간 시각 체계에 기반하여 주관적 화질의 열화없이 전송 정보량을 효과적으로 줄일 수 있고, 또한 전송 정보량을 조절할 수 있는 영역기반 초적속 부호화에 적합한 새로운 계층적 영상 분할 알고리즘을 제한한다. 제안한 알고리즘은 각 단계에서 수리 형태학에 기반한 영상 분할과 인간 시각 체계를 고려한 영역 볍합 고조로 이루어져 있다. 영상분할은 3단계의 계층적 구조로 이루어져 있으며, 영역 병합은 각 단계에서 인간 시각 체계에 기반하여 인간 시각이 구분할 수 없는 두 인접 영역의 쌍들을 추출한 후 영역 병합을 수행한다. 이때 인간 시각 체계에 기반하여 병합할 영역을 추출하고 제안한 병합을 우선 순위 함수에 의한 병합 우선 순위에 따른 영역 볍합ㅇ르 차례로 수행하여 영역의 수를 효과적으로 줄임으로써 영역기반 초저속 부호화시 과다한 윤곽선 정보로 인한 병목현상을 개선할 수 있다. 그리고 각 단계에서의 영역 병합시 정보량 조절 요소 값에 따라 전송 정보량을 조절할 수 있어 기존의 방법보다 유연한 분할 구조를 나타낸다. 실험을 통하여 제안한 방법은 기존의 방법보다 PSNR 및 주관적 화질은 유사하나, 전송할 윤곽선 정보는 상당히 줄일 수 있어 영역기반 초적속 부호화를 위한 효율적 영상 분할 알고리즘임을 알 수 있다.

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연속냉간압연기 제어모델의 적응수정방법에 관한 연구 (A study on the adaptive method of control model for tandem cold rolling mill)

  • 이원호;이상룡
    • 대한기계학회논문집A
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    • 제21권7호
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    • pp.1030-1041
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    • 1997
  • The control model in the tandem cold rolling mill consists of many mathematical theories and is used to calculate the reference values such as the roll gap and the rolling speed for good operation of rolling mill. But, the control model used presently has a problem causing inaccurate prediction of the rolling force. By the parameter identification, it was found that the main factor causing inaccurate prediction of the rolling force was incorrect modeling of the friction coefficient and the flow stress. To get rid of the erroneous factor new adaptive schemes are suggested in this work. Those are a long-time adaptation by the iterative least-square method and a short-time adaptation by the recursive weighted least-square method respectively. The new equations for the friction coefficient and the flow stress are derived by applying the suggested adaptive algorithms. Through the on-line test in an actual mill, it is proved that the rolling force predicted by the new equations is more accurate than the one by the existing equations ever used.

자동차용 브레이크 드럼의 구조-음향 특성에 관한 연구 (Vibro-acoustic Characteristics of an Automotive Brake Drum)

  • 이형일
    • 한국소음진동공학회논문집
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    • 제26권7호
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    • pp.836-843
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    • 2016
  • This study investigates the vibro-acoustic characteristics of an automotive brake drum given free boundaries using the hybrid approach combining numerically obtained structural properties with analytical solution for acoustic radiation. Structural vibrations of the drum are investigated with the finite element method, and modal displacements on the outer surfaces of the drum are idealized as simple mathematical expressions. Based on the expressions, modal sound radiations of the drum are calculated using the Rayleigh integral method. Structural and acoustic responses of the drum for a harmonic excitation are obtained from above results using the modal expansion technique. The results are confirmed with numerical analyses using the boundary element method. Based on these results, it can be concluded that the vibro-acoustic characteristics of a brake drum can be accurately investigated with the process used in this study. Also, many noise and vibration problems in drum brake can be addressed using the procedure proposed in this study.

Color Changes in Clarified Fruit and Vegetable Juices by Mixing Ratios

  • Lee, Jun-Ho;Park, Yong-Hee
    • Preventive Nutrition and Food Science
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    • 제5권4호
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    • pp.197-199
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    • 2000
  • Clarified fruit and vegetable juices (apple, carrot and tangerine) were produced using ultrafiltration and their color change due to the mixing ratio were evaluated. clarification was carried out by passing he supernatant of extracted juice through a filter and also by using a membrane of molecular weight cut-off 10,000 Daltons to obtain the juice ultrafiltrates. The mixing ratio between apple and carrot juices was kept constant at 1:1 while increasing the amount of tangerine juice according to 10, 20, 30, 40 and 50% an stored at 4$^{\circ}C$ prior to the color measurement. Hue angle ({TEX}$h_{ab}${/TEX}) and {TEX}$L^{*}${/TEX}-value increased as the tangerine mixing ratio increased. The color difference indicated by ΔE-value also increased as the amount of tangerine increased indicating that the color of the mixed juice became pale and the changes were slight but distinctive. On the other hand, chroma ({TEX}$C^{*}${/TEX}), {TEX}$La{*}${/TEX}- and {TEX}$b^{*}${/TEX}-values decreased as the tangerine mixing ratio increased indicating that the color of the mixed juice became slightly more grayish and the samples were becoming les yellow. A simple mathematical model to predict each color characteristic is proposed.

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The Line n-sigraph of a Symmetric n-sigraph-V

  • Reddy, P. Siva Kota;Nagaraja, K.M.;Geetha, M.C.
    • Kyungpook Mathematical Journal
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    • 제54권1호
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    • pp.95-101
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    • 2014
  • An n-tuple ($a_1,a_2,{\ldots},a_n$) is symmetric, if $a_k$ = $a_{n-k+1}$, $1{\leq}k{\leq}n$. Let $H_n$ = {$(a_1,a_2,{\ldots},a_n)$ ; $a_k$ ${\in}$ {+,-}, $a_k$ = $a_{n-k+1}$, $1{\leq}k{\leq}n$} be the set of all symmetric n-tuples. A symmetric n-sigraph (symmetric n-marked graph) is an ordered pair $S_n$ = (G,${\sigma}$) ($S_n$ = (G,${\mu}$)), where G = (V,E) is a graph called the underlying graph of $S_n$ and ${\sigma}$:E ${\rightarrow}H_n({\mu}:V{\rightarrow}H_n)$ is a function. The restricted super line graph of index r of a graph G, denoted by $\mathcal{R}\mathcal{L}_r$(G). The vertices of $\mathcal{R}\mathcal{L}_r$(G) are the r-subsets of E(G) and two vertices P = ${p_1,p_2,{\ldots},p_r}$ and Q = ${q_1,q_2,{\ldots},q_r}$ are adjacent if there exists exactly one pair of edges, say $p_i$ and $q_j$, where $1{\leq}i$, $j{\leq}r$, that are adjacent edges in G. Analogously, one can define the restricted super line symmetric n-sigraph of index r of a symmetric n-sigraph $S_n$ = (G,${\sigma}$) as a symmetric n-sigraph $\mathcal{R}\mathcal{L}_r$($S_n$) = ($\mathcal{R}\mathcal{L}_r(G)$, ${\sigma}$'), where $\mathcal{R}\mathcal{L}_r(G)$ is the underlying graph of $\mathcal{R}\mathcal{L}_r(S_n)$, where for any edge PQ in $\mathcal{R}\mathcal{L}_r(S_n)$, ${\sigma}^{\prime}(PQ)$=${\sigma}(P){\sigma}(Q)$. It is shown that for any symmetric n-sigraph $S_n$, its $\mathcal{R}\mathcal{L}_r(S_n)$ is i-balanced and we offer a structural characterization of super line symmetric n-sigraphs of index r. Further, we characterize symmetric n-sigraphs $S_n$ for which $\mathcal{R}\mathcal{L}_r(S_n)$~$\mathcal{L}_r(S_n)$ and $$\mathcal{R}\mathcal{L}_r(S_n){\sim_=}\mathcal{L}_r(S_n)$$, where ~ and $$\sim_=$$ denotes switching equivalence and isomorphism and $\mathcal{R}\mathcal{L}_r(S_n)$ and $\mathcal{L}_r(S_n)$ are denotes the restricted super line symmetric n-sigraph of index r and super line symmetric n-sigraph of index r of $S_n$ respectively.