• Title/Summary/Keyword: 근사 방법

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On the Harbor Tranquility by Boundary Integral Equation Method (경계적분 방정식법에 의한 항내 정온도 해석)

  • 이철응;편종근;이길성
    • Proceedings of the Korean Society of Coastal and Ocean Engineers Conference
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    • 1991.07a
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    • pp.18-24
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    • 1991
  • 항내 정온도 해석은 일반적으로 유한차분법, 유한요소법 및 경계적분 방정식법 등의 엄밀해법과 근사 경계적분법, 고산의 방법 및 파향선법 등의 근사해법으로 구분된다. 엄밀해법은 지배방정식을 이산화 이외의 근사를 사용하지 않고 푸는 수치계산 방법으로 임의형상에의 적용성과 엄밀성이 뛰어나나 대상으로 하는 파의 파장이 짧고 항의 규모가 큰 경우에는 계산용량이 증대되여 실용적이지 못하다.(중략)

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An Approximate Evidence Combination Scheme for Increased Efficiency (효율성 제고를 위한 근사적 증거병합 방법)

  • Lee, Gyesung
    • The KIPS Transactions:PartB
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    • v.9B no.1
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    • pp.17-22
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    • 2002
  • A major impediment in using the Dempster-chafer evidence combination scheme is its computational complexity, which in general is exponential since DS scheme allows any subsets over the frame of discernment as focal elements. To avoid this problem, we propose a method called approximate evidence combination scheme. This scheme is applied to a few sample applications and the experiment results are compared with those of VBS. The results show that the approximation scheme achieves a great amount of computational speedup and produces belief values within the range of deviation that the expert allows.

Approximate Reachability Analysis of Large Finite State Machines (대규모 유한 상태 기계의 근사 도달성 분석)

  • Hong, You-Pyo
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.27 no.1C
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    • pp.78-83
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    • 2002
  • Reachability analysis of finite state machines is very useful for many computer-aided design applications such as communication protocol or microprecessor design. We present new techniques to improve approximate reachability analysis. The key idea is to used an iterative approximate reachability analysis technique in which don't care sets derived from previous iterations are used to improve the approximation in subsequent iterations. Experimental results show that the new techniques can improve reachability analysis significantly compared to existing analysis techniques.

Performance Improvement Method of Deep Neural Network Using Parametric Activation Functions (파라메트릭 활성함수를 이용한 심층신경망의 성능향상 방법)

  • Kong, Nayoung;Ko, Sunwoo
    • The Journal of the Korea Contents Association
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    • v.21 no.3
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    • pp.616-625
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    • 2021
  • Deep neural networks are an approximation method that approximates an arbitrary function to a linear model and then repeats additional approximation using a nonlinear active function. In this process, the method of evaluating the performance of approximation uses the loss function. Existing in-depth learning methods implement approximation that takes into account loss functions in the linear approximation process, but non-linear approximation phases that use active functions use non-linear transformation that is not related to reduction of loss functions of loss. This study proposes parametric activation functions that introduce scale parameters that can change the scale of activation functions and location parameters that can change the location of activation functions. By introducing parametric activation functions based on scale and location parameters, the performance of nonlinear approximation using activation functions can be improved. The scale and location parameters in each hidden layer can improve the performance of the deep neural network by determining parameters that minimize the loss function value through the learning process using the primary differential coefficient of the loss function for the parameters in the backpropagation. Through MNIST classification problems and XOR problems, parametric activation functions have been found to have superior performance over existing activation functions.

The Method to Process Approximate k-Nearest Neighbor Queries in Spatial Database Systems (공간 데이터베이스 시스템에서 근사 k-최대근접질의의 처리방법)

  • 선휘준;김홍기
    • Journal of the Korea Computer Industry Society
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    • v.4 no.4
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    • pp.443-448
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    • 2003
  • Approximate k-nearest neighbor queries are frequently occurred for finding the k nearest neighbors to a given query point in spatial database systems. The number of searched nodes in an index must be minimized in order to increase the performance of approximate k nearest neighbor queries. In this paper. we suggest the technique of approximate k nearest neighbor queries on R-tree family by improving the existing algorithm and evaluate the performance of the proposed method in dynamic spatial database environments. The simulation results show that a proposed method always has a low number of disk access irrespective of object distribution, size of nearest neighbor queries and approximation rates as compared with an existing method.

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복소주파수면상의 직교함수근사법에 의한 시간영역에서의 회로망구성법

  • 김영조
    • 전기의세계
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    • v.10
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    • pp.10-18
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    • 1963
  • 본 논문은 Laguerre함수의 Fourier변환에 의한 Wiener와 Lee의 회로망구성법을 일반화한 것이다. 즉 Laplace변환을 사용하여 시간영역에서 임의의 과도특성을 나타내는 회로를 구성하는 문제를 복소주파수면상의 직교함수계에 의한 근사문제로 귀착시켰으며 이때 얻어진 근사함수의 물리적실현성을 확인하고 실제구성예를 들었다. 이때 근사함수로는 복소극이 포함되었을 때도 적용할 수 있도록 이론과 방법이 일반화되었다.

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Application Limits of Transmission Line Approximations for Design of Electromagnetic Absorbers (전파흡수체 설계에 있어서 전송선로 근사방법의 적용 한계)

  • 정연춘;김병욱;박동철
    • The Journal of Korean Institute of Electromagnetic Engineering and Science
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    • v.10 no.3
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    • pp.449-459
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    • 1999
  • The scattering problems from electromagnetic absorbers can be greatly simplified using the transmission line approximations (TLA) and effective medium theory. This method has been widely used for the absorber design because of its very simple calculation and intuitional approach, while numerical analysis needs the tremendous computation requirements, This paper examined the accuracy and limitations originated by the intrinsic approximation limits of TLA by comparison with FEM results for various absorber design examples. It was found that the TLA result is valid when λ $\geq$ 2p, where λ is the wavelength of the interested upper frequency and p is the distance between two periodic cone arrays. Therefore, the electromagnetic absorbers having high material properties and big base-area commonly do not meet this condition, and the electromagnetic scattering from those absorbers must be evaluated by the numerical analysis in those cases.

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Computation of Free Surface Displacement for Water Waves by Asymptotic Approximations (점근 근사법에 의한 파랑변위 계산)

  • 서승남
    • Journal of Korean Society of Coastal and Ocean Engineers
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    • v.6 no.1
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    • pp.12-22
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    • 1994
  • Time evolution of linear water waves on a constant depth generated by a disturbance is analyzed by asymptotic methods; stationary phase, steepest descents and leading wave approximation. In order to verify the derived formulae of surface displacements for 1-D and 2-D waves. surface displacements are calculated and plotted from both the formulae and a numerical integration. The existing results for surface displacements are verified in which the leading amplitude of 1-D waves during the evolution decays as f- T/B, the rest of the wavetrain as t$^{-1}$ 2/ and the rest of the wavetrain of 2-D waves as t-1. But it is shown that the leading amplitude of 2-D waves decays as t 5/6 which is different from Kajiura's result t$^{-4}$ 3/.

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Approximate Queue Length Distribution of General Queues: Application to The M+$\Sigma$NjDj/M/1 Queue (일반적 큐의 큐길이 분포에 대한 근사방법 M+$\Sigma$NjDj/M/1 큐에의 응용)

  • 이규석;김영섭;박홍식
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.19 no.5
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    • pp.833-841
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    • 1994
  • In this paper we develop an approximation formalism for the queue length distribution of general queueing models. Our formalism is based on two steps of analytic approximation employing both the lower and upper bound techniques. It is favorable to a fast numerical calcuation for the queue length distribution of a superposition of a superposition of arbitary type traffic sources. In the application. M+ N D /M/1 is considered. The calculated result for queue length distribution measured by arriving or leaving customers show a good agreement with the direct simulation of the system. Especially, we demonstrate that our formula for M/M/1 is equivalent to the exact solution, while that D/M/1 is simplified in an analytic form.

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Approximate Approaches in Chinese and Chosun Mathematics (중국 및 조선 수학에서의 근사적 접근)

  • Chang, Hye-Won
    • Journal for History of Mathematics
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    • v.24 no.2
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    • pp.1-15
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    • 2011
  • Approximation is a very useful approach in mathematics research. It was the same in traditional Chinese and Chosun mathematics. This study derived five characteristics from approximation approaches which were found in Chinese and Chosun mathematical books: improvement of approximate values, common and inevitable use of approximate values, recognition of approximate values and their reasons, comparison of their exactness, application of approximate principles. Through these characteristics, we can infer what Chinese and Chosun mathematicians recognized approximate values and how they manipulated them. They took approximate approaches by necessity or for the sake of convenience in mathematical study and its applications. Also, they tried to improve the degree of exactness of approximate values and use the inverse calculations to check them.