• 제목/요약/키워드: extreme value theory

검색결과 66건 처리시간 0.026초

Analysis of the thermal instability of laminated composite plates

  • H. Mataich;A. El Amrani;B. El Amrani
    • Coupled systems mechanics
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    • 제13권2호
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    • pp.95-113
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    • 2024
  • In this paper, we will analyse the thermo-elastic behavior of the plate element of a structure arranged in a climatically aggressive environment (extreme temperature), we use a refined four-variable thick plate theory to take the shear effect into consideration, the proposed theory less computationally expensive and more accurate so that it incorporates the shear effect into the formulation. The plate is assumed to be simply supported on its four edges, so exact (closed-form) solutions are found according to the Navier expansion, and the governing stability equations and associated boundary conditions of the problem are obtained via the virtual works principle. The plate studied ismade of laminated composite materials, so a parametric study is needed to see the effect of different types of parameters and coupling on the critical temperature value causing thermo-elastic instability of the plate and also on the natural frequency of free vibration, as well as for other parameters such as anisotropy, slenderness and aspect ratio of the plate and finally the lamination angle. Numerical results are obtained for specially orthotropic and antisymmetrical plates and are compared with those obtained by othertheoriesin the literature to validate the analysis approach used.

Stochastic response spectra for an actively-controlled structure

  • Mochio, Takashi
    • Structural Engineering and Mechanics
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    • 제32권1호
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    • pp.179-191
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    • 2009
  • A stochastic response spectrum method is proposed for simple evaluation of the structural response of an actively controlled aseismic structure. The response spectrum is constructed assuming a linear structure with an active mass damper (AMD) system, and an earthquake wave model given by the product of a non-stationary envelope function and a stationary Gaussian random process with Kanai-Tajimi power spectral density. The control design is executed using a linear quadratic Gaussian control strategy for an enlarged state space system, and the response amplification factor is given by the combination of the obtained statistical response values and extreme value theory. The response spectrum thus produced can be used for simple dynamical analyses. The response factors obtained by this method for a multi-degree-of-freedom structure are shown to be comparable with those determined by numerical simulations, demonstrating the validity and utility of the proposed technique as a simple design tool. This method is expected to be useful for engineers in the initial design stage for structures with active aseismic control.

Block Diagonalization을 사용하는 하향링크 시스템에서의 MU-MIMO 사용자 스케쥴링 기법 (Novel User Selection Algorithm for MU-MIMO Downlink System with Block Diagonalization)

  • 김경훈
    • 디지털산업정보학회논문지
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    • 제14권3호
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    • pp.77-85
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    • 2018
  • Multi-User Multiple-Input Multiple-Output (MU-MIMO) is the core technology for improving the channel capacity compared to Single-User MIMO (SU-MIMO) by using multiuser gain and spatial diversity. Key problem for the MU-MIMO is the user selection which is the grouping the users optimally. To solve this problem, we adopt Extreme Value Theory (EVT) at the beginning of the proposed algorithm, which defines a primary user set instead of a single user that has maximum channel power according to a predetermined threshold. Each user in the primary set is then paired with all of the users in the system to define user groups. By comparing these user groups, the group that produces a maximum sum rate can be determined. Through computer simulations, we have found that the proposed method outperforms the conventional technique yielding a sum rate that is 0.81 bps/Hz higher when the transmit signal to noise ratio (SNR) is 30 dB and the total number of users is 100.

Deformable Registration for MRI Medical Image

  • Li, Binglu;Kim, YoungSeop;Lee, Yong-Hwan
    • 반도체디스플레이기술학회지
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    • 제18권2호
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    • pp.63-66
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    • 2019
  • Due to the development of medical imaging technology, different imaging technologies provide a large amount of effective information. However, different imaging method caused the limitations of information integrity by using single type of image. Combining different image together so that doctor can obtain the information from medical image comprehensively. Image registration algorithm based on mutual information has become one of the hotspots in the field of image registration with its high registration accuracy and wide applicability. Because the information theory-based registration technology is not dependent on the gray value difference of the image, and it is very suitable for multimodal medical image registration. However, the method based on mutual information has a robustness problem. The essential reason is that the mutual information itself is not have enough information between the pixel pairs, so that the mutual information is unstable during the registration process. A large number of local extreme values are generated, which finally cause mismatch. In order to overcome the shortages of mutual information registration method, this paper proposes a registration method combined with image spatial structure information and mutual information.

하방위험을 이용한 위험자산의 최적배분 (Optimal Portfolio Selection in a Downside Risk Framework)

  • 형남원;한규숙
    • 재무관리연구
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    • 제24권3호
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    • pp.133-152
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    • 2007
  • 손실기피(limited down side risk) 선호를 가진 투자자의 경우 통상적으로 사용하는 위험도의 척도인 분산 혹은 표준편차 대신에 하방 위험성에 더 관심을 가지게 되는데, 이러한 경우 평균-VaR 모형이 평균-분산 모형보다 더 적합한 모형일 수 있다. 이 논문에서는 두 모형을 이용하여 최적자산배분 문제를 실증분석하고 그 결과의 차이를 비교하였다. 수익률의 분포에 정규분포 가정이 아닌 두터운 꼬리(fat tail) 분포 가정을 도입하여 극단적인 위험을 고려한 최적자산배분 문제를 분석을 하였다. 각 이론이나 가정들의 강건성(robustness)을 살펴보기 위하여 역사적 분포를 이용한 분석을 비교 기준으로 하였다. 경험적 혹은 역사적 분포를 이용한 분석을 통해서, 극단적인 위험을 고려하는 손실기피적인 선호체계에서의 최적화 행위는 정규분포의 가정이나 평균-분산 모형이 적절하지 않은 것으로 확인되었다. 일상적인 수준을 능가하는 극단적인 손실 위험성을 고려하기에 적합한 모형은 수익률의 두터운 꼬리를 반영하는 분포 가정에 기초한 평균-VaR 모형인 것으로 나타났다.

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Buffeting response of a free-standing bridge pylon in a trumpet-shaped mountain pass

  • Li, Jiawu;Shen, Zhengfeng;Xing, Song;Gao, Guangzhong
    • Wind and Structures
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    • 제30권1호
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    • pp.85-97
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    • 2020
  • The accurate estimation of the buffeting response of a bridge pylon is related to the quality of the bridge construction. To evaluate the influence of wind field characteristics on the buffeting response of a pylon in a trumpet-shaped mountain pass, this paper deduced a multimodal coupled buffeting frequency domain calculation method for a variable-section bridge tower under the twisted wind profile condition based on quasi-steady theory. Through the long-term measurement of the wind field of the trumpet-shaped mountain pass, the wind characteristics were studied systematically. The effects of the wind characteristics, wind yaw angles, mean wind speeds, and wind profiles on the buffeting response were discussed. The results show that the mean wind characteristics are affected by the terrain and that the wind profile is severely twisted. The optimal fit distribution of the monthly and annual maximum wind speeds is the log-logistic distribution, and the generalized extreme value I distribution may underestimate the return wind speed. The design wind characteristics will overestimate the buffeting response of the pylon. The buffeting response of the pylon is obviously affected by the wind yaw angle and mean wind speed. To accurately estimate the buffeting response of the pylon in an actual construction, it is necessary to consider the twisted effect of the wind profile.

한반도의 확률론적 지진위험분포 (A Probabilistic Seismic Risk of the Korean Peninsula)

  • 김성균;송미정
    • 지질공학
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    • 제5권1호
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    • pp.45-58
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    • 1995
  • 한반도의 계기지진 자료를 이용하여 확률론적 지진위험분포를 계산하였다. 이 목적을 위하여 여러 자료를 수집, 검토하여 통일성과 균질성을 갖도록 지진요소들을 재조정한 1905년 이래의 계기지진 목록을 작성하였다. 한반도에서 100년, 1000년, 4000년 동안에 발생가능한 최대 잠재지진의 규모는 극한치 이론을 적용하여 계산할 때 각각 6.3, 7.2, 7.8로 나타난다. 한편 100년, 1000년에 기대되는 최대지반가속도를 재래주기법으로 계산하여, 등치선도를 작성, 제시하였다. 또한 수개의 인구밀집지역에 대해서는 최대 가속도가 발생확률의 함수로 나타나는 지진재해예상곡선이 작성되었다.

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과학기술과 착취 : 자본주도형 기술 개발의 한계 (Technology and Exploitation : Limitation of Capitalist Technological Development)

  • 신은화
    • 철학연구
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    • 제146권
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    • pp.115-135
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    • 2018
  • 이 논문은 과학기술이 인간 삶의 편리함과 윤택함에 기여하기 보다는 오히려 인간을 억압하고 착취하는 수단으로 전락하는 문제를 다룬다. 이와 관련하여 필자는 노동가치론과 '기술가치론'의 상이한 주장들을 검토하면서 노동과 기술의 문제에 대해 고찰해보고자 한다. 또한 필자는 기술의 '자본주의적' 사용에 대한 마르크스의 비판적 관점을 적극 참고하면서, 특히 마르크스의 상대적 잉여가치 및 특별잉여가치 개념, 자본의 유기적 구성의 고도화에 관한 분석에 주목할 것이다. 그의 견해는 오늘날 기술의 발전이 노동자에 대한 통제 및 업무강도 강화, 고용불안 심화로 초래되는 문제를 설명하는 데 있어서 여전히 유효함을 확인받고 있다. 필자는 자본주도형 기술 개발의 한계를 성찰하는 것이 기술 그 자체의 본래적 이점을 제대로 활용하기 위해서 매우 중요한 일이라고 보며, 기술이 우리 생활에 '실질적인' 풍요로움과 안락함을 가져오도록 하는 데 중요한 몇 가지 사항들을 짚어보고자 한다. 이와 관련하여 핵심적인 것은 노동자를 착취하는 수단이 되지 않고 노동자의 이해관계와 대치되지 않는 기술의 사용가능성일 것이다. 이런 이유에서 필자는 기술의 자본주의적 사용 문제를 근본적으로 해결하는 것은 아니지만 그것의 극단적인 추구와는 다른 방향성을 나타내는 독일의 Industrie 4.0의 전개과정을 주목해볼 필요가 있다고 본다.

The Use of Rasch Model in Developing a Short Form Based on Self-Reported Activity Measure for Low Back Pain

  • Choi, Bong-Sam
    • 한국전문물리치료학회지
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    • 제21권4호
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    • pp.56-66
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    • 2014
  • For maintaining adequate psychometric properties when reducing the number of items from an instrument, item level psychometrics is crucial. Strategies such as low item correlation or factor loadings, using classical test theory, have traditionally been advocated. The purpose of this study is to describe the development of a new short form assessing the impact of low back pain on physical activity. Rasch measurement model has been applied to the International Classification of Functioning, Disability and Health Activity Measure (ICF-AM). One hundred and one individuals with low back pain aged 19-89 years (mean age: $48.1{\pm}17.3$) who live in the community were participated in the study. Twenty-seven items of lifting/carrying construct of the ICF-AM were analyzed. Ten items were selected from the construct to create a short form. Item elimination criteria include: 1) high or low mean square (out of the range: .6-1.4 for the fit statistics), 2) similar item calibrations to adjacent items, 3) person separation value, and item-person map for potential gap in person ability continuum. All 10 items of the short form fit to the Rasch model except one item (i.e., carrying toddler on back). Despite its high infit and outfit statistics (1.90/2.17), the item had to be reinstated due to potential gaps at the upper extreme of person ability level. The short form had a slightly better spread of person ability continuum compared to the entire set of item. The created short form separated individuals with low back pain into nearly 4 groups, while the entire set of items separated the individuals into 6 groups. The findings prompted multidimensional models for better explanation of the lifting/carrying domain. The item level psychometrics based on the Rasch model can be useful in developing short forms with rationally retained items.

Lady Gaga 패션스타일에 나타난 알레고리 연구(제1보) (Allegory in Lady Gaga's Fashion Style (Part 1))

  • 김향자;권미정
    • 한국의류산업학회지
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    • 제14권4호
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    • pp.519-531
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    • 2012
  • This study comprehends the various expressions of Lady Gaga's fashion style based on Craig Owens's Allegory theory. This study analyzed four application elements of Borrow, Site Specificity, Accumulate of Strategy, and Hybridization in addition, it studied all aspects of the aesthetic value of Lady GaGa (an influential popular culture icon). It was classified in the external representation of the fashion style for the aesthetic value. The results are summarized as follows: First, 'Borrow' of the singers of the 80's music and fashion style present from her elders and visual homage to shock artists. It influenced her fans with a difference in viewpoint for a star's fashion that subsequently resulted in a deformation of form, playful kitsch style, and mixed gender. Second, 'Site specificity' presents an extreme make over through an intentional and grotesques fashion style to extend physical territory and defenseless. The results remove stereotypes and reveal deconstructive performances. Third, 'Accumulate of strategy' simultaneously presents voluptuous beauty, futurism, and avant-garde style. This shows the countercultural tendency through the random repetition of fashion images and layerd coordination. Finally, 'Hybridization' presents multiful fashion style through a collaboration with world-famous designers and cosmetic brands. She expressed a diverse and complex fashion style composed of an art form that combines a high-tech cyborg image. The aesthetic values of Lady Gaga' fashion style are 'ambivalence virtuality', 'Transcendental mixed gender', 'plural textuality', and 'unexpected play culture'.