• Title/Summary/Keyword: Approximation ratio

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An Approximate Analysis of the Queueing Systems with Two Deterministic Heterogeneous Servers

  • 김정섭
    • 한국경영과학회지
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    • 제24권2호
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    • pp.31-39
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    • 1999
  • A new approximation method for finding the steady-state probabilities of the number of customers present in queueing systems with Poisson arrivals and two servers with different deterministic service times with infinite waiting room capacity is developed. The major assumption made for the approximation is that the residual service times of the servers have mutually independent uniform distributions with densities equal to the reciprocals of the respective service times. The method reflects the heterogeneity of the servers only through the ratio of their service times, irrespective of the actual magnitudes and difference. The transition probability matrix is established and the steady-state probabilities are found for a variety of traffic intensities and ratios of the two service times; also the mean number of customers present in the system and in the queue, and server utilizations are found and tabulated. The method was validated by simulation and turned out to be very sharp.

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미기압파 저감을 위한 고속전철 열차-터널 조건의 근사최적설계 (Approximate Optimization of High-speed Train Shape and Tunnel Condition to Reduce the Micro-pressure Wave)

  • 김정희;이종수;권혁빈
    • 대한기계학회:학술대회논문집
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    • 대한기계학회 2004년도 춘계학술대회
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    • pp.1023-1028
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    • 2004
  • A micro-pressure wave is generated by the high-speed train which enters a tunnel, and it causes explosive noise and vibration at the exit. It is known that train speed, train-tunnel area ratio, nose slenderness and nose shape mainly influence on generating micro-pressure wave. So it is required to minimize it by searching optimal values of such train shape factors and tunnel condition. In this study, response surface model, one of approximation models, is used to perform optimization effectively and analyze sensitivity of design variables. Owen's randomized orthogonal array and D-optimal Design are used to construct response surface model. In order to increase accuracy of model, stepwise regression is selected. Finally SQP(Sequential Quadratic Programming) optimization algorithm is used to minimize the maximum micro-pressure wave by using built approximation model.

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실시간 응용을 위한 DFT구현시 계수 근사에 기인한 오차 해석에 관한 연구 (Analysis of the errors caused by the finite-bit real-time implementation of DFT)

  • 김재화;김병기;장태규
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 1996년도 하계학술대회 논문집 B
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    • pp.1012-1014
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    • 1996
  • This paper proposes a real-time OFT implementation technique which is based on the finite-bit approximation of the DFT coefficients. The effect of the approximation is analytically investigated and its result is obtained in the form of an equation of noise to signal ratio. The analysis result is confirmed by comparing it with those of the computer simulation and the actual experiment for human sleep EEG data.

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근접장에서 다각 평판에 대한 표적강도 이론식 개발 및 수중함의 근거리 표적강도 해석 (Development of near field Acoustic Target Strength equations for polygonal plates and applications to underwater vehicles)

  • 조병구;홍석윤;권현웅
    • 한국소음진동공학회:학술대회논문집
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    • 한국소음진동공학회 2007년도 춘계학술대회논문집
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    • pp.1062-1073
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    • 2007
  • Acoustic Target Strength (TS) is a major parameter of the active sonar equation, which indicates the ratio of the radiated intensity from the source to the re-radiated intensity by a target. In developing a TS equation, it is assumed that the radiated pressure is known and the re-radiated intensity is unknown. This research provides a TS equation for polygonal plates, which is applicable to near field acoustics. In this research, Helmholtz-Kirchhoff formula is used as the primary equation for solving the re-radiated pressure field; the primary equation contains a surface (double) integral representation. The double integral representation can be reduced to a closed form, which involves only a line (single) integral representation of the boundary of the surface area by applying Stoke's theorem. Use of such line integral representations can reduce the cost of numerical calculation. Also Kirchhoff approximation is used to solve the surface values such as pressure and particle velocity. Finally, a generalized definition of Sonar Cross Section (SCS) that is applicable to near field is suggested. The TS equation for polygonal plates in near field is developed using the three prescribed statements; the redection to line integral representation, Kirchhoff approximation and a generalized definition of SCS. The equation developed in this research is applicable to near field, and therefore, no approximations are allowed except the Kirchhoff approximation. However, examinations with various types of models for reliability show that the equation has good performance in its applications. To analyze a general shape of model, a submarine type model was selected and successfully analyzed.

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Ratio-Cum-Product Estimators of Population Mean Using Known Population Parameters of Auxiliary Variates

  • Tailor, Rajesh;Parmar, Rajesh;Kim, Jong-Min;Tailor, Ritesh
    • Communications for Statistical Applications and Methods
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    • 제18권2호
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    • pp.155-164
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    • 2011
  • This paper suggests two ratio-cum-product estimators of finite population mean using known coefficient of variation and co-efficient of kurtosis of auxiliary characters. The bias and mean squared error of the proposed estimators with large sample approximation are derived. It has been shown that the estimators suggested by Upadhyaya and Singh (1999) are particular case of the suggested estimators. Almost ratio-cum product estimators of suggested estimators have also been obtained using Jackknife technique given by Quenouille (1956). An empirical study is also carried out to demonstrate the performance of the suggested estimators.

유한요소해석 기법을 화용한 일축대칭 변단면 I형보의 좌굴강도 특성 고찰 (A Study on Lateral Torsional Buckling Strength of Nonprismatic Monosymmetric I-Beam using Finite Element Analysis)

  • 캐서린;강효기;박종섭
    • 한국방재학회:학술대회논문집
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    • 한국방재학회 2010년도 정기 학술발표대회
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    • pp.83.2-83.2
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    • 2010
  • Stepped I-beams having increased moment of inertia at one end(singly stepped beam) or both ends(doubly stepped beams) can often be seen in construction of bridges due to material economy and easy fabrication of the section. This paper presents the results of the parametric study of lateral torsional buckling of monosymmetric stepped I-beams with constant depth subjected to equal and opposite end moments applied at the end of the beam. Design recommendations were made based on the finite element results of the models having different combinations of monosymmetric ratio, stepped length ratio, flange thickness ratio and flange width ratio,. The proposed approximation is acceptable based on the parameters given having mostly conservative results. The proposed equation can be further used to extend the study to different loading conditions.

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Likelihood based inference for the shape parameter of Pareto Distribution

  • Lee, Jae-Un;Lee, Woo-Dong
    • Journal of the Korean Data and Information Science Society
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    • 제19권4호
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    • pp.1173-1181
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    • 2008
  • In this paper, when the parameter of interest is the shape parameter in Pareto distribution, we develop likelihood based inference for this parameter. Specially, we develop signed log-likelihood ratio statistic and the modified signed log-likelihood ratio statistic for the shape parameter. It is well-known that as sample size grows, the modified signed log-likelihood ratio statistic converges to standard normal distribution faster than the signed log-likelihood ratio statistic. But the computation of the modified signed log-likelihood statistic is hard or even impossible when the sufficient statistics and the ancillary statistics are not clear. In this case, one can consider an approximation to the modified signed log-likelihood statistic. Specially, when the parameter of interest is informationally orthogonal to the nuisance parameters, we propose the approximate modified signed log-likelihood statistic. Through simulation, we investigate the performances of the proposed statistics with the signed log-likelihood statistic.

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계산이 효율적인 전송률-형평성 트레이드오프 제어 스케줄링 알고리즘 (A Computationally Efficient Scheduling Algorithm Capable of Controlling Throughput-Fairness Tradeoff)

  • 이민;오성근
    • 한국통신학회논문지
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    • 제35권2A호
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    • pp.121-127
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    • 2010
  • 이 논문에서는 다중 사용자 무선통신 환경에서 전송률-형평성 트레이드오프를 임의로 제어할 수 있는 계산이 효율적인 전송률-형평성 제어 스케줄링 알고리즘을 제안한다. 제안되는 스케줄링 기준은 최대의 전송률 합을 추구하는 스케줄링 기준과 최대의 형평성을 추구하는 스케줄링 기준을 제어 인자에 따라 전송률과 형평성을 조정할 수 있도록 선형적으로 결합한다. 이때, 선형 결합을 통한 전송률-형평성 트레이드오프 제어를 위하여 스케줄링 기준의 단위와 최적화 방향을 일치시키는 것이 필요하다. 제안된 알고리즘은 이러한 조건들을 만족시키기 위하여 순시 전송률과 평균 제공 전송률을 스케줄링 기준으로 결정하고, 이들을 제어 인자를 사용하여 최적화 방향이 일치하도록 선형적으로 결합하여 제어 인자 값에 따라 다양한 전송률형평성 성능을 제공할 수 있도록 한다. 추가적인 계산 간소화를 위하여 순시 전송률에 대한 높은 SNR (signal-to-noise ratio) 근사화 관계를 이용한다. 모의 실험을 통하여 독립적인 레일리 페이딩 다중 사용자 채널에서 제안된 스케줄링 알고리즘에 대하여 제어 인자 값에 따른 전송률과 형평성 성능을 분석하였고, 순시 전송률의 높은 SNR 근사화 관계를 이용한 성능 분석도 이루어졌다. 모의실험 결과, 제안된 스케줄링 알고리즘은 최대 전송률을 추구하는 스케줄링과 최대 형평성을 추구하는 스케줄링 사이에서 전송률-형평성 성능을 임의로 조절할 수 있음을 확인할 수 있었고, 근사화 결과도 만족스러운 결과를 얻을 수 있었다.

Ratio and Product Type Exponential Estimators of Population Mean in Double Sampling for Stratification

  • Tailor, Rajesh;Chouhan, Sunil;Kim, Jong-Min
    • Communications for Statistical Applications and Methods
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    • 제21권1호
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    • pp.1-9
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    • 2014
  • This paper discusses the problem of estimation of finite population mean in double sampling for stratification. In fact, ratio and product type exponential estimators of population mean are proposed in double sampling for stratification. The biases and mean squared errors of proposed estimators are obtained upto the first degree of approximation. The proposed estimators have been compared with usual unbiased estimator, ratio and product estimators in double sampling for stratification. To judge the performance of the proposed estimators an empirical study has been carried out.

Estimation of the Population Mean in Presence of Non-Response

  • Kumar, Sunil;Bhougal, Sandeep
    • Communications for Statistical Applications and Methods
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    • 제18권4호
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    • pp.537-548
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    • 2011
  • In this paper following Singh et al. (2008), we propose a modified ratio-product type exponential estimator to estimate the finite population mean $\={Y}$ of the study variable y in presence of non-response in different situations viz. (i) population mean $\={X}$ is known, and (ii) population mean $\={X}$ is unknown. The expressions of biases and mean squared error of the proposed estimators have been obtained under large sample approximation using single as well as double sampling. Some realistic conditions have been obtained under which the proposed estimator is more efficient than usual unbiased estimators, ratio estimators, product estimators and exponential ratio and product estimators reported by Rao (1986) and Singh et al. (2010) are found to be more efficient in many situations.