• Title/Summary/Keyword: Growth distance

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Efficient Approximation of State Space for Reinforcement Learning Using Complex Network Models (복잡계망 모델을 사용한 강화 학습 상태 공간의 효율적인 근사)

  • Yi, Seung-Joon;Eom, Jae-Hong;Zhang, Byoung-Tak
    • Journal of KIISE:Software and Applications
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    • v.36 no.6
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    • pp.479-490
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    • 2009
  • A number of temporal abstraction approaches have been suggested so far to handle the high computational complexity of Markov decision problems (MDPs). Although the structure of temporal abstraction can significantly affect the efficiency of solving the MDP, to our knowledge none of current temporal abstraction approaches explicitly consider the relationship between topology and efficiency. In this paper, we first show that a topological measurement from complex network literature, mean geodesic distance, can reflect the efficiency of solving MDP. Based on this, we build an incremental method to systematically build temporal abstractions using a network model that guarantees a small mean geodesic distance. We test our algorithm on a realistic 3D game environment, and experimental results show that our model has subpolynomial growth of mean geodesic distance according to problem size, which enables efficient solving of resulting MDP.

Development of Quality Assurance Model and Guiding Principles for Effective Cyber Education (가상원격교육체제의 질 관리를 위한 평가모형의 개발)

  • Ahn, Mi-Lee;Kim, Mi-Ryang
    • The Journal of Korean Association of Computer Education
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    • v.4 no.1
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    • pp.1-10
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    • 2001
  • Internet accelerates the speed of Information society causing changes the method and purpose of education. The word "life-long learning" is no longer a new tenn for many of the world citizens, and they ask for a system to fulfill their need to learn. Information communication technology enables and provides technical base for such needs. Web based cyber education, especially, is known to be an important and alternative instructional method to mediate learning at a distance. At the present, however, with the breakneck pace of growth and interests on Web-based distance education, there are no guidelines provided to assure the quality. In this study, we have identified guiding principles to design and develop quality assurance model for effective distance education. This is critical, especially in Korea, since 9 distance. education institutions have been accredited to offer degree programs starting 2001 spring semester. Using this model, distance education providers and consumers can develop or select effective on-line courses.

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Test for substitution in telecommunication market system (통화시장체계의 대체성 검정)

  • Kim, Tae-Ho
    • Journal of the Korean Data and Information Science Society
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    • v.22 no.1
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    • pp.9-18
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    • 2011
  • After the launch of PCS in 1997, the mobile telephone industry has achieved a remarkable growth in market share and sales, and substituted for long-distance wire communication market. This study investigates the interrelationships between the two markets in transition and attempts to perform the statistical tests if the diffusion of mobile telephone was the direct factor for the reduction in sales of long-distance communication industry. The evidence of the direct substitution effect between the two markets is not likely to be found. Unlike the general expectations, the test result seems to prove the sustained initial complementary relation for awhile.

Standards of Distance between Gas Pipeline and Tower Ground (가스배관과 철탑접지의 이격거리 관련 기준)

  • Lee, H.G.;Ha, T.H.;Ha, Y.C.;Bae, J.H.;Kim, D.K.
    • 한국가스학회:학술대회논문집
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    • 2006.11a
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    • pp.191-195
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    • 2006
  • Because of the continuous growth of energy consumption and also the tendency to site gas pipeline and power line along the same route, the close proximity of power lines and buried metallic pipelines has become more and more frequent. The lightning strokes collected by an electric substation or power line tower might cause arcing through the soil to an adjacent gas pipeline. This paper gives the outline of the resistance coupling and the standards of distance between gas pipeline and tower ground.

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Growth Characteristics of Thick $\textrm{SiO}_2$ Using $\textrm{O}_3$/TEOS APCVD ($\textrm{O}_3$/TEOS를 이용한 후막 $\textrm{SiO}_2$의 성장특성 연구)

  • Lee, U-Hyeong;Choe, Jin-Gyeong;Kim, Hyeon-Su;Yu, Ji-Beom
    • Korean Journal of Materials Research
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    • v.9 no.2
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    • pp.144-148
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    • 1999
  • We have studied the deposition characteristics of thick silicon dioxide film on Si substrate by $O_3$/TEOS APCVD(Atmospheric Pressure Chemical Vapor Deposition). The effect of deposition parameters such as the distance between showerhead and substrate, deposition temperature, TEOS flow rate and $O_3$/TEOS ratio on deposition rate, surface morphology, and properties of films as investigated. As deposition temperature increased, deposition rate decreased but the surface morphology and adhesion of film to substrate improved. As the distance between showerhead and substrate decreased, the deposition rate increased. Etching rate using the BOE increased as TEOS flow rate increased, but was independent of$ O_3$/TEOS ratio. Deposition rate of $5\mu\textrm{m}$/hour was obtained under the condition that the distance between showerhead and substrate was 5mm and the deposition temperature was $370^{\circ}C$.

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Similarity Analysis of Exports Value Added by Country and Implication for Korea's Global Value Added Chains

  • Cho, Jung-Hwan
    • Journal of Korea Trade
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    • v.23 no.4
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    • pp.103-114
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    • 2019
  • Purpose - This paper investigates the structure of exports across countries in terms of value added. Exports value added is examined under two categories, domestic and overseas. Using a statistical classification method by distance based on these two value added categories, this paper estimates the similarity of exports value added across countries including Korea. Design/methodology - The model of study is to employ a generalized distance function and then derive the Manhattan and Euclidean distances. The paper also performs cluster analysis using the Partitioning Around Medoids (PAM) and hierarchical methods to classify the 44 sample countries considered in this study. Findings - Our main findings are as follows. The 44 countries can be classified under 5 groups by their domestic and overseas value added in exports. Korea has a sandwich global value chains (GVCs) position between Japan, China, and Taiwan in the East Asian region. Originality/value - Existing papers point out the double counting problem of trade statistics as the intermediate goods trade across borders increases. This paper addresses the double counting problem by using the World Input-Output Table. The paper shows the need to explore the similarity of value added in exports structure across countries and investigate the GVCs position and role of each country.

A Study on the feasibility for school bus introduced of commuting to improve the environment in primary school of urban areas (통학환경 개선을 위한 대도시지역의 통학버스 도입 타당성 연구)

  • Heo, Byung-Iee;Kim, Sung-Joong
    • The Journal of Sustainable Design and Educational Environment Research
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    • v.12 no.3
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    • pp.36-49
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    • 2013
  • Unplanned growth of the city was established, despite many elementary, School facilities outside the city is still lacking. Basically should be able to walk to school through elementary school in the case of excessive distance, issues such as unsafe in the school environment and the school, overcrowding, excessive relieve classroom learning environment, with the improvement of the overall situation is necessary. In this study, the status for local public elementary school environment, research and analysis, case studies, research, and through community and resolve problems derived as a school bus for the introduction of alternative feasibility analysis.

Augmentation of Heat Transfer on a Flat Plate with Impinging Water Jet (衝突水噴流 에 의한 熱傳達促進 에 관한 硏究)

  • 엄기찬;서정윤
    • Transactions of the Korean Society of Mechanical Engineers
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    • v.6 no.4
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    • pp.301-307
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    • 1982
  • The purpose of this investigation is to study heat transfer characteristics at a stagnation point on a flat plate caused by upward impinging water jet. At the stagnation point, heat transfer results by impinging water jet are being compared with the ones with supplementary water. Optimum supplementary water quantity are supplied in order to improve the effect of heat transfer for each nozzle-to-plate distance. As the nozzle outlet velocity increases, the heat transfer coefficient at stagnation point consequently increases. Changing the nozzle-to-plate distance, growth rate of heat transfer also varies accordingly. This optimum range of Reynolds number is obtained to improve heat transfer effect.

Research on the Development Direction of Wireless Charging Technology Using Patent Analysis (특허분석을 통한 무선충전 기술방향 분석)

  • Yang, Dong Won;Lee, Haeng Byoung
    • Journal of Information Technology Services
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    • v.19 no.3
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    • pp.89-100
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    • 2020
  • The wireless power transmission market is growing at an average annual rate of 51.5% from $ 16.4 billion in 2015 to $ 131.1 billion in 2020. However, there are limitations to commercialization due to the development of standards and technologies. Thus, this study identified trends in standards and regulations by market and by country. The research collected and filtered a total of 69,488 worldwide wireless power transfer patents by June 2019 and extracted a total of 28,555 patents. Based on this, technology development status was analyzed and predicted. In this study, long-distance and short-range technology development with high technology development difficulty and low technology development ratio could lead to growth of the entire wireless charging market. It is analyzed that investment and policy preparation are necessary to secure source technology for long-distance / near technology development than China, Japan and Europe.

A Clustering Algorithm Considering Structural Relationships of Web Contents

  • Kang Hyuncheol;Han Sang-Tae;Sun Young-Su
    • Communications for Statistical Applications and Methods
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    • v.12 no.1
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    • pp.191-197
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    • 2005
  • Application of data mining techniques to the world wide web, referred to as web mining, has been the focus of several recent researches. With the explosive growth of information sources available on the world wide web, it has become increasingly necessary to track and analyze their usage patterns. In this study, we introduce a process of pre-processing and cluster analysis on web log data and suggest a distance measure considering the structural relationships between web contents. Also, we illustrate some real examples of cluster analysis for web log data and look into practical application of web usage mining for eCRM.