• 제목/요약/키워드: discrete distribution of order k

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Distribution of Runs and Patterns in Four State Trials

  • Jungtaek Oh
    • Kyungpook Mathematical Journal
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    • v.64 no.2
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    • pp.287-301
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    • 2024
  • From the mathematical and statistical point of view, a segment of a DNA strand can be viewed as a sequence of four-state (A, C, G, T) trials. Herein, we consider the distributions of runs and patterns related to the run lengths of multi-state sequences, especially for four states (A, B, C, D). Let X1, X2, . . . be a sequence of four state independent and identically distributed trials taking values in the set 𝒢 = {A, B, C, D}. In this study, we obtain exact formulas for the probability distribution function for the discrete distribution of runs of B's of order k. We obtain longest run statistics, shortest run statistics, and determine the distributions of waiting times and run lengths.

Phasor Discrete Particle Swarm Optimization Algorithm to Configure Micro-grids

  • Bae, In-Su;Kim, Jin-O
    • Journal of Electrical Engineering and Technology
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    • v.7 no.1
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    • pp.9-16
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    • 2012
  • The present study presents the Phasor Discrete Particle Swarm Optimization (PDPSO) algorithm, an effective optimization technique, the multi-dimensional vectors of which consist of magnitudes and phase angles. PDPSO is employed in the configuration of micro-grids. Micro-grids are concepts of distribution system that directly unifies customers and distributed generations (DGs). Micro-grids could supply electric power to customers and conduct power transaction via a power market by operating economic dispatch of diverse cost functions through several DGs. If a large number of micro-grids exist in one distribution system, the algorithm needs to adjust the configuration of numerous micro-grids in order to supply electric power with minimum generation cost for all customers under the distribution system.

On Bounds for Moments of Unimodal Distributions

  • Sharma, R.;Bhandaria, R.
    • Communications for Statistical Applications and Methods
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    • v.21 no.3
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    • pp.201-212
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    • 2014
  • We provide a simple basic method to find bounds for higher order moments of unimodal distributions in terms of lower order moments when the random variable takes value in a given finite real interval. The bounds for moments in terms of the geometric mean of the distribution are also derived. Both continuous and discrete cases are considered. The bounds for the ratio and difference of moments are obtained. The special cases provide refinements of several well-known inequalities, such as Kantorovich inequality and Krasnosel'skii and Krein inequality.

Estimating the Failure Rate of Protection System Using a Discrete Markov Model (이산 마코프 모델을 이용한 보호 시스템의 고장 비율 추정)

  • Shin, Jung-Jin;Lee, Hee-Tae;Kim, Jae-Chul
    • Proceedings of the KIEE Conference
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    • 2008.11a
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    • pp.385-387
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    • 2008
  • When a fault occurs in the distribution system, it is detected by protection system, then protection system is opened and de-energises the feeder where the fault exists. in this paper, the failure rate of protection system will estimate that using a discrete markov approach with failure data of protection system in order to improve the reliability of protection system.

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Internal Fault Classification in Transformer Windings using Combination of Discrete Wavelet-Transforms and Back-propagation Neural Networks

  • Ngaopitakkul Atthapol;Kunakorn Anantawat
    • International Journal of Control, Automation, and Systems
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    • v.4 no.3
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    • pp.365-371
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    • 2006
  • This paper presents an algorithm based on a combination of Discrete Wavelet Transforms and neural networks for detection and classification of internal faults in a two-winding three-phase transformer. Fault conditions of the transformer are simulated using ATP/EMTP in order to obtain current signals. The training process for the neural network and fault diagnosis decision are implemented using toolboxes on MATLAB/Simulink. Various cases and fault types based on Thailand electricity transmission and distribution systems are studied to verify the validity of the algorithm. It is found that the proposed method gives a satisfactory accuracy, and will be particularly useful in a development of a modern differential relay for a transformer protection scheme.

A Unit Root Test via a Discrete Cosine Transform (이산코사인변환을 이용한 단위근 검정)

  • Lee, Go-Un;Yeo, In-Kwon
    • The Korean Journal of Applied Statistics
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    • v.24 no.1
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    • pp.35-43
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    • 2011
  • In this paper, we introduce a unit root test via discrete cosine transform in the AR(1) process. We first investigate the statistical properties of DCT coefficients under the stationary AR(1) process and the random walk process in order to verify the validity of the proposed method. A bootstrapping approach is proposed to induce the distribution of the test statistic under the unit root. We performed simulation studies for comparing the powers of the Dickey-Fuller test and the proposed test.

Designing a Microphone Array for Acoustical Inverse Problems (음향학적 역문제를 위한 마이크로폰의 정렬방법)

  • Kim, Youngtea
    • The Journal of the Acoustical Society of Korea
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    • v.23 no.1E
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    • pp.3-9
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    • 2004
  • An important inverse problem in the field of acoustics is that of reconstructing the strengths of a number of sources given a model of transmission paths from the sources to a number of sensors at which measurements are made. In dealing with this kind of the acoustical inverse problem, strengths of the discretised source distribution can be simply deduced from the measured pressure field data and the inversion of corresponding matrix of frequency response functions. However, deducing :he solution of such problems is not straightforward due to the practical difficulty caused by their inherent ill-conditioned behaviour. Therefore, in order to overcome this difficulty associated with the ill-conditioning, the problem is replaced by a nearby well-conditioned problem whose solution approximates the required solution. In this paper a microphone array are identified for which the inverse problem is optimally conditioned, which can be robust to contaminating errors. This involves sampling both source and field in a manner which results in the discrete pressures and source strengths constituting a discrete Fourier transform pair.

A Secure Quantum-Resistant Authentication and Key Distribution Protocol for NFC Payment Environments (NFC 결제 환경에서 양자 컴퓨팅에 안전한 인증 및 키 분배 프로토콜)

  • Kim, JongHyun;Park, KiSung;Park, YoungHo
    • Journal of Korea Multimedia Society
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    • v.21 no.4
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    • pp.485-492
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    • 2018
  • Recently, the numerous authentication and key distribution protocol for NFC payment environment have been proposed using public key cryptosystems. However, these protocol are vulnerable to quantum computing attack because quantum computing can solve factoring and discrete logarithm problem effectively using Grover and Shor's algorithm. For these reason, the secure authentication and key distribution have become a very important security issue in order to prevent quantum computing attacks. Therefore, to ensure user's payment information and privacy, we propose a secure quantum resistant authentication and key distribution protocol for NFC payment environments.

Relative Frequency of Order Statistics in Independent and Identically Distributed Random Vectors

  • Park, So-Ryoung;Kwon, Hyoung-Moon;Kim, Sun-Yong;Song, Iick-Ho
    • Communications for Statistical Applications and Methods
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    • v.13 no.2
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    • pp.243-254
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    • 2006
  • The relative frequency of order statistics is investigated for independent and identically distributed (i.i.d.) random variables. Specifically, it is shown that the probability $Pr\{X_{[s]}=x\}$ is no less than the probability $Pr\{X_{[r]}=x\}$ at any point $x{\geqq}x_0$ when r$X_{[r]}$ denotes the r-th order statistic of an i.i.d. discrete random vector and $x_0$ depends on the population probability distribution. A similar result for i.i.d. continuous random vectors is also presented.

QUEUEING ANALYSIS OF GATED-EXHAUSTIVE VACATION SYSTEM FOR DBA SCHEME IN AN EPON

  • HAN DONG HWAN;PARK CHUL GEUN
    • Journal of applied mathematics & informatics
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    • v.17 no.1_2_3
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    • pp.547-557
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    • 2005
  • In this paper, we investigate the packet delay distribution of a dynamic bandwidth allocation(DBA) scheme in an Ethernet passive optical network(EPON). We focus on the gated-exhaustive vacation system. We assume that input packets arrive at an optical network unit(ONU) according to general interarrival distribution. We use a discrete time queueing model in order to find the packet delay distribution of the gated-exhaustive system with the primary transmission queue and the secondary input queue. We give some numerical examples to investigate the mean packet delays of the proposed queueing model to analyze the DBA scheme in an EPON.