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A Mew Genetic Algorithm based on Mendel's law (Mendel의 법칙을 이용한 새로운 유전자 알고리즘)

  • Chung, Woo-Yong;Kim, Eun-Tai;Park, Mignon
    • Proceedings of the KIEE Conference
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    • 2004.11c
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    • pp.376-378
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    • 2004
  • Genetic algorithm was motivated by biological evaluation and has been applied to many industrial applications as a powerful tool for mathematical optimizations. In this paper, a new genetic optimization algorithm is proposed. The proposed method is based on Mendel's law, especially dominance and recessive property. Homologous chromosomes are introduced to implement dominance and recessive property compared with the standard genetic algorithm. Because of this property of suggested genetic algorithm, homologous chromosomes looks like the chromosomes for the standard genetic algorithm, so we can use most of existing genetic operations with little effort. This suggested method searches the larger solution area with the less probability of the premature convergence than the standard genetic algorithm.

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A Study on the Architectural Planning and Compositional Elements of the 'Won-dang', Buddhist Temples at Capital Areas in 19th Century (근세기(近世期) 불교사찰(佛敎寺刹)의 건축계획(建築計劃)과 구성요소(構成要素) 연구(硏究) -수도권(首都圈) 원당사찰(願堂寺刹)을 중심으로-)

  • Kim, Bong-Yyol
    • Journal of architectural history
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    • v.4 no.2 s.8
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    • pp.9-24
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    • 1995
  • Near the Capital Seoul in 19th century, a special architectural form was created by the Buddhist monks who were related with Royal families. Their temples, so called 'won-dang', were constructed as supplicating places for their patrons' happiness and heavenly bliss. Among buildings of a Won-dang temple, 'Great Hall', which was accepted as a new building type, was the most important, the earliest constructed, and the biggest one. This boiling type contained the complex functions of small chaples, living rooms of monks, kitchen and dining, and pilotied pavillions. This Great Hall was located at the front of Won-dang temples, the main worship halls were at the behind. The type of Won-dang was needed for the high female who were its powerful patrons, and was oliginated from the small Buddhist temples in rural areas. And the type was able to be domiciled itself at the Capital areas because of the existing architectural fondness of the regional architects and the patrons in high class.

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Network analysis by signal-flow graph (Signal-flow graph에 의한 회로분석)

  • Hyung Kap Kim
    • 전기의세계
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    • v.17 no.2
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    • pp.11-15
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    • 1968
  • One of the most important methods used in the modern analysis of linear networks and systems is the signal flow graph technique, first introduced by S.J. Mason in 1953. In essence, the signal-flow graph technique is a graphical method of solving a set of simultaneous. It can, therefore, be regarded as an alternative to the substitution method or the conventional matrix method. Since a flow-graph is the pictorial representation of a set of equations, it has an obvious advantage, i.e., it describes the flow of signals from one point of a system to another. Thus it provides cause-and-effect relationship between signals. And it often significantly reduces the work involved, and also yields an easy, systematic manipulation of variables of interest. Mason's formula is very powerful, but it is applicable only when the desired quantity is the transmission gain between the source node and sink node. In this paper, author summarizes the signal-flow graph technique, and stipulates three rules for conversion of an arbitrary nonsource node into a source node. Then heuses the conversion rules to obtain various quantities, i.e., networks gains, functions and parameters, through simple graphical manipulations.

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A Study on Unbiased Methods in Constructing Classification Trees

  • Lee, Yoon-Mo;Song, Moon Sup
    • Communications for Statistical Applications and Methods
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    • v.9 no.3
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    • pp.809-824
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    • 2002
  • we propose two methods which separate the variable selection step and the split-point selection step. We call these two algorithms as CHITES method and F&CHITES method. They adapted some of the best characteristics of CART, CHAID, and QUEST. In the first step the variable, which is most significant to predict the target class values, is selected. In the second step, the exhaustive search method is applied to find the splitting point based on the selected variable in the first step. We compared the proposed methods, CART, and QUEST in terms of variable selection bias and power, error rates, and training times. The proposed methods are not only unbiased in the null case, but also powerful for selecting correct variables in non-null cases.

Development of Virtual Endoscopy and Evaluation of Performance as a 3D Virtual Colonoscopy (가상내시경의 개발 및 가상 대장내시경으로 적용 시 성능평가)

  • 김정훈;이상훈;고성호;김상준
    • Journal of Biomedical Engineering Research
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    • v.24 no.2
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    • pp.69-75
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    • 2003
  • Virtual colonoscopy is one of the Powerful tool for non-invasive colon examination and many in-vitro and in-vivo studies have shown its accuracy in Polyp or adenoma detection. But most of virtual colonoscopy requires high quality workstation and software and its cost is high to setup whole system. We developed PC-based 3D model creation and navigation program which has diverse functions. It can be easily installed to PC and connected to network system. The performance. when used as a virtual colonoscopy. is evaluated by calculating sensitivity of detection for the simulated polyp which is artificially made inside the Pig's colon and checked its clinical feasibility, Its total sensitivity is 76%. Grouping according to Polyps diameter, the sensitivity for detection of polyps 10 ㎜ or larger was 100%(40 of 40); 5.0-9.9 ㎜, 90.0(90 of 100): and smaller then 5 ㎜. 36.7%(22 of 60).

Computer Game Immersion and Children's Psychosocial/Behavioral Characteristics (아동의 컴퓨터게임 몰두성향과 심리사회 및 행동적 특성에 관한 연구)

  • Song, Suk-Ja;Sim, Hee-og
    • Korean Journal of Child Studies
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    • v.24 no.5
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    • pp.27-41
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    • 2003
  • Data for this study on computer game immersion were collected from 538 1st through 6th grade students with the use of questionnaires. Instruments included the computer immersion scale, and the self-concept, social avoidance and anxiety, aggression, and impulsiveness scales. Results showed that boys were more involved in computer games than girls, and 6th graders were more immersed than 1st through 5th graders. Self-concept, social anxiety, aggression, and impulsivity differed by degree of computer game immersion. Aggression was the most powerful explanation of computer game immersion. Children higher in impulsivity and social anxiety were more involved in computer games. Children higher in self-concept were less involved in computer games.

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The Time-dependent Effects of Changes in Private Education on the Developmental Trajectories of Academic Achievement Among Early Adolescents (아동의 학업성취 발달궤적에 대한 사교육의 시간 의존적 효과)

  • Lee, Ju-Lie
    • Korean Journal of Child Studies
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    • v.31 no.6
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    • pp.1-13
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    • 2010
  • This study examined the time-dependent effects of changes in private education on the trajectories of academic achievement among early adolescents. Five-wave data was employed from the KYPS; the participants being 2844 (1524 boys, 1320 girls). All were 4th graders in 2004 and became 8th graders in 2008. Latent growth curve model indicated that academic achievement significantly decreased over the five time points, but there were significant individual differences as well. Participants who reported higher initial levels of academic achievement tended to decrease in academic achievement more slowly over time compared to participants who reported lower levels of initial academic achievement. The effects of private education on academic achievement were at their most powerful when participants were in the 4th grade. Private educational experiences among 6th graders had relatively less influence upon the academic achievement of 7th graders.

Factors Influencing Internet Addiction Tendency among Middle School Students in Gyeong-buk Area

  • Oh, Won-Oak
    • Journal of Korean Academy of Nursing
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    • v.33 no.8
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    • pp.1135-1144
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    • 2003
  • Purpose. This study was conducted to understand the degree of internet addiction tendency and to find out the factors influencing this addiction tendency among middle school students in Gyeong-buk area. Methods. A total of 450 middle school students in the Daegu and Gyeong-buk area were surveyed in this study. Data collection was conducted through the use of questionnaires. Results. Internet addiction among middle school students was relatively low (Average user). In the overall ratio distribution, however, students who were classified as either addicted or at risk of addiction accounted for a high percentage, 27%. A positive correlation was found between Internet addiction and Internet expectation, depression and parent control over Internet use. A negative correlation was found between Internet addiction and interpersonal relationship, parent support and self-control. Multiple regression analysis revealed that the most powerful predictor of Internet addiction tendency was depression. Conclusion. Through the above results, it would be necessary to develop an Internet addiction prevention program for adolescents taking into account for the psychological factors such as depression and Internet use habits. In the future study, the need assessment will be useful for developing this prevention program.

The Study on Health Promoting Lifestyle of the Elderly Women (여성노인의 건강증진 생활양식 이행의 예측요인에 관한 연구)

  • 성미혜;임영미
    • Journal of Korean Academy of Nursing
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    • v.33 no.6
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    • pp.762-771
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    • 2003
  • Purpose: This study was undertaken in order to determine factors affecting health promoting lifestyle of elderly women. Method: The subjects were 299 elderly community residing women over the age 65 living in 2 large cities. The instruments used for this study were a survey of general characteristics, health promoting lifestyle(47items), perceived health status(6 items), self-efficacy(l7 items), and social support(18 items). The data was analyzed using descriptive statistics, t-test, ANOVA, Pearson correlation coefficients, and Stepwise Multiple Regression. Result: The result of the study are as follows: The average item score for the health promoting lifestyle was 2.46, the highest score on the subscale was interpersonal support(M=2.83). A significant difference between age, education level, income, experience of smoking, alcohol, exercise, and health promoting lifestyle were found. Stepwise multiple regression analysis revealed that the most powerful predictor of health promoting lifestyle was social support(55%). Conclusion: Social support accounted for 54% of the variance in health promoting lifestyle in the elderly women. Therefore, health promoting programs that increase social support should be developed to promote a healthy lifestyle of the elderly women.

Classification and Resolution of Conflicts for Integration of Heterogeneous Information Based on XML Schema (XML Schema 기반 이질 정보 통합의 충돌 분류와 해결 방안)

  • 권석훈;이경하;이규철
    • Journal of Information Technology Applications and Management
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    • v.10 no.3
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    • pp.55-74
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    • 2003
  • Due to the evolution of computer systems and the proliferation of Internet, numerous information resources have been constructed. The deluge of information makes the need to integrate information, which are distributed on the internet and are handled in heterogeneous systems. Recently, most of the XML -based information integration systems use XML DTD(Document Type Definition) for describing integrated global schema. However, DTD has some limitations in modeling local information resources such as datatypes. Although W3C's XML Schema is more flexible and powerful than XML DTD in specifying integrated global schema, it has more complex problems in resolving conflicts than using DTD. In this paper, we provide a taxonomy of conflict problems in integration information resources using XML Schema, and propose conflict resolution mechanism using XQuery.

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