• Title/Summary/Keyword: 엔트로피 이론

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The Probabilities and Entropies of HANGUL Elements including the sopace (공백소를 포함한 한글 자소발생 확률과 엔트로피)

  • 안수길;안지환
    • Journal of the Korean Institute of Telematics and Electronics
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    • v.17 no.2
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    • pp.23-28
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    • 1980
  • The foundation of information theory mainly established by C. E. Shannon , opened the way to profuse studies on the linguistics of various languages. The statistics of Korean letters composed of elements and space are analyzed. The Korean alphabetic elements including the space have their probabilities . And information techniques can be applied to them. This paper extended the previous statistics of Korean letters to include the space. We have also calculated the entropies and redundancy for the case. The result can be used to modify the evaluation of Korean letter information processing devices and used as the basis for letter coding method for eventual future information processors.

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A Study on Optimization of Steam Gauge Network for Flood Prevention in Small to Medium Scale Watershed (홍수방어를 위한 중소하천의 수위관측망 최적화 연구)

  • Joo, Hong-Jun;Kim, Soo-Jun;Kim, Hung-Soo;Jun, Hwan-Don
    • Proceedings of the Korea Water Resources Association Conference
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    • 2011.05a
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    • pp.443-447
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    • 2011
  • 최근 수재해는 중소하천을 부근에서 주로 발생하고 있는 것이 사실이며 중소하천에서 수재해 발생 여부를 선재적으로 파악하여 비상시 피해를 최소화할 수 있는 적절한 수위관측망의 설치가 필요하다. 따라서 본 연구에서는 중소하천에서 최적 수위관측망을 구성하기 위한 방법론으로 각 소유역의 단위도를 유도하여 확률밀도함수를 이용한 후 엔트로피 이론을 적용하였다. 또한 재해에 취약한 재해위험지구를 분류하여 수위관측소의 설치가 필요하다고 판단되는 지점을 우선적으로 선택할 수 있도록 방법론을 설정하여 낙동강 유역의 중소유역을 대상으로 적용하였다. 적용 결과 각 중소하천에서의 소수의 수위관측소들이 비선정된 것을 제외하고 대다수가 선정되었다. 이와 같은 방법론은 방재측면을 고려한 수위관측망을 구성하기 위하여 유용하게 활용될 수 있을 것으로 기대된다.

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Structure and Properties of Liquid Carbon Tetrachloride(Part I) (액체 사염화탄소의 구조와 성질 (제1보))

  • Paik, Woon-Kie;Chang, Sei-Hun
    • Journal of the Korean Chemical Society
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    • v.8 no.1
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    • pp.30-32
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    • 1964
  • H. Eyring등의 액체의 구조에 관한 이론에 따라서 액체 사염화탄소의 partition function을 정하였다. 이 Partition function 에 쓰인 parameter $E_s,\;{\sigma},\;{\theta},\;V_s$ 등은 액체 안의 고체와 같은 분자의 고요한 값으로 새로운 방법$^{(4)}$으로 그 값들을 정하였다. 이렇게 정해진 Partition function을 써서 액체 사염화탄소의 몰부피, 증기압, 한계점, 증발엔트로피 및 표면장력 등을 계산하였다. 계산치와 실측치를 비교한 결과 몰부피와 증기압, 엔트로피의 값은 거의 일치하였다. 표면장력 또한 실험치와 좋은 일치를 보여주는 값을 얻었다.

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Acceleration sensor, and embedded system using location-aware

  • He, Wei;Nayel, Mohamed
    • Journal of Convergence Society for SMB
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    • v.3 no.1
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    • pp.23-30
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    • 2013
  • In this paper, fuzzy entropy and similarity measure to measure the uncertainty and similarity of data as real value were introduced. Design of fuzzy entropy and similarity measure were illustrated and proved. Obtained measures were applied to the calculating process and discussed. Extension of data quantification results such as decision making and fuzzy game theory were also discussed.

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Analysis of Snow Damage Vulnerability using Climate Change Scenarios (기후변화 시나리오를 이용한 우리나라의 대설 취약성 분석)

  • Ha, Joon Hyeok;Park, Hee Seong;Chung, Gun Hui
    • Proceedings of the Korea Water Resources Association Conference
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    • 2020.06a
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    • pp.190-190
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    • 2020
  • 한국에서 겨울철에 주로 발생하는 자연재해는 대설이다. 마우나리조트 사고나 동해안 폭설 피해 등 직·간접적인 대설피해가 증가함에 따라 대설피해에 대한 관심이 증가하는 추세이다. 본 연구에서는 우리나라 230개 시군구를 대상으로 기후변화에 따른 대설피해에 대한 취약성 분석을 실시하였다. 대설 취약성 분석을 위해 RCP 기후변화 시나리오를 이용하였고, PSR(Pressure-State-Response) 구조를 적용하여 압력, 상태, 대응지수로 대설피해에 영향을 줄 수 있는 요인들을 분류하였으며 엔트로피 이론을 이용하여 각 인자의 가중치를 계산하였다. 그 결과 각 지역의 대설피해 취약성 순위를 도출해낼 수 있었고 도출해낸 취약성 순위를 바탕으로 향후 대설피해에 대한 대응마련을 실시할 경우 우선순위를 판단하는데 도움이 될 것으로 기대한다.

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ERPM: An Entropy-based Routing Protocol using Mobility in Mobile Ad-hoc Wireless Networks (ERPM: 모바일 Ad-hoc 무선 네트워크에서 이동성을 이용한 엔트로피 기반 라우팅 프로토콜)

  • An, Beong-Ku;Lee, Joo-Sang
    • Journal of the Institute of Electronics Engineers of Korea CI
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    • v.48 no.6
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    • pp.17-24
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    • 2011
  • In this paper, we propose an Entropy-based Routing Protocol using Mobility (ERPM) for supporting ubiquitous convergence services efficiently in mobile ad-hoc wireless networks. The main features that the ERPM introduces to obtain the goals can be summarized as follows. First, ERPM can construct stable routing routes based on the entropy concepts using mobility of nodes. Second, ERPM can quantitatively evaluate the stability of route by entropy concepts using mobility of nodes. Third, ERPM can select the most stable route in the view points of mobility of routes between a source node and a destination node, where multiple paths are available. The performance evaluation of the proposed ERPM performed via simulation using OPNET and analysis shows that the ERPM can support the construction of stable routing routes and increase the transmission ratio of data efficiently.

A Structural Complexity Metric for Web Application based on Similarity (유사도 기반의 웹 어플리케이션 구조 복잡도)

  • Jung, Woo-Sung;Lee, Eun-Joo
    • Journal of the Korea Society of Computer and Information
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    • v.15 no.8
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    • pp.117-126
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    • 2010
  • Software complexity is used to evaluate a target system's maintainability. The existing complexity metrics on web applications are count-based, so it is hard to incorporate the understandability of developers or maintainers. To make up for this shortcomings, entropy-theory can be applied to define complexity, however, it is assumed that information quantity of each paper is identical. In this paper, structural complexity of a web application is defined based on information theory and similarity. In detail, the proposed complexity is defined using entropy as the previous approach, but the information quantity of individual pages is defined using similarity. That is, a page which are similar with many pages has smaller information quantity than a page which are dissimilar to others. Furthermore, various similarity measures can be used for various views, which results in many-sided complexity measures. Finally, several complexity properties are applied to verify the proposed metric and case studies shows the applicability of the metric.

A Theoretic Approach to the Organic Food Market in Korea: An Estimation of Information Entropy as a Measure of Information Asymmetry for Credence Goods (우리나라 친환경농산물 시장에 대한 정보이론적 접근 : 신뢰재의 정보비대칭성 지표로서의 정보엔트로피 측정)

  • Song, Yang-Hoon
    • Journal of Environmental Policy
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    • v.7 no.3
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    • pp.41-61
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    • 2008
  • Although the size of the organic food market in Korea has increased significantly, its further development is hampered by the information asymmetry between the producers and consumers of organic food. It isn't just about revitalizing the market; it's also about Korean farmers surviving an era of trade liberalization. In order to produce more value-added products, the information asymmetry issue has to be resolved regarding the organic food market and other agricultural credence goods such as Han-woo(Korean beef). Therefore, measuring information asymmetry has become a central issue. One way to measure asymmetry is to use Game Theory. However, in practice, estimating payoffs at the industry level is hard to accomplish, and even when it is possible, the reliability of the estimated payoffs is not guaranteed. As an alternative, the concept of Information Entropy(disorder level of information), developed by Shannon(1948), was used in this study. It is proposed that this measure should be used when assessing the level of information asymmetry in the Korean organic food market. Using recent data, it was found that information entropy in the Korean organic food market has been decreasing constantly since 2003. Therefore, it was proposed that measures should be adopted by the government to improve the certification system of organic food.

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A Study on The Velocity Distribution in Closed Conduit by Using The Entropy Concept (엔트로피 개념을 이용한 관수로내의 유속분포에 관한 연구)

  • Choo, Tai Ho;Ok, Chi Youl;Kim, Jin Won;Maeng, Seung Jin
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.29 no.4B
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    • pp.357-363
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    • 2009
  • When yields the mean velocity of the closed conduit which is used generally, it is available to use Darcy Weisbach Friction Loss Head equation. But, it is inconvenient very because Friction Loss coefficient f is the function of Reynolds Number and Relative roughness (${\varepsilon}$/d). So, it is demanded more convenient equation to estimate. In order to prove the reliability and an accuracy of Chiu's velocity equation from the research which sees hereupon, proved agreement very well about measured velocity measurement data by using Laser velocimeter which is a non-insertion velocity measuring equipment from the closed conduit (Laser Doppler Velocimeter: LDV) and an insertion velocity measuring equipment and the Pitot tube which is a supersonic flow meter (Transit-Time Flowmeters). By proving theoretical linear-relation between maximum velocity and mean velocity in laboratory flume without increase and decrease of discharge, the equilibrium state of velocity in the closed conduit which reachs to equilibrium state corresponding to entropy parameter M value has a trend maintaining consistently this state. If entropy M value which is representing one section is determinated, mean velocity can be gotten only by measuring the velocity in the point appearing the maximum velocity. So, it has been proved to estimate simply discharge and it indicates that this method can be a theoretical way, which is the most important in the future, when designing, managing and operating the closed conduit.

an Automatic Calculation Method of Feature Weights in k Nearest Neighbor Algorithms (kNN 알고리즘에서의 속성 가중치 자동계산 방법)

  • Lee, Kang-Il;Lee, Chang-Hwan
    • Proceedings of the Korea Information Processing Society Conference
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    • 2005.05a
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    • pp.423-426
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    • 2005
  • 기억기반학습의 일종인 최근접 이웃(k nearest neighbor) 알고리즘은 과거의 데이터들 중에서 새로운 개체와 유사한 데이터들을 이용해서 새로운 개체의 목적 값을 예측하는 것이다. 이 경우 속성의 가중치를 계산하는 방식은 kNN의 성능을 결정하는 중요한 요소가 된다. 본 논문에서는 기존의 다른 이론들과 달리 정보이론에서 사용되는 엔트로피 개념을 이용해서 속성의 가중치를 이론적이고, 효과적으로 계산하는 새로운 방법을 제시하고자한다. 제안된 방법은 각 속성이 목적속성에 제공하는 정보의 양에 따라 가중치를 자동으로 계산하여 kNN의 성능을 향상시킨다. 마지막으로 이러한 방식의 성능을 다수의 실험을 통해 비교하였다.

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