• Title/Summary/Keyword: Web based simulation

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The Genetic Algorithm using Variable Chromosome with Chromosome Attachment for decision making model (의사결정 모델을 위한 염색체 비분리를 적용한 가변 염색체 유전 알고리즘)

  • Park, Kang-Moon;Shin, Suk-Hoon;Chi, Sung-Do
    • Journal of the Korea Society for Simulation
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    • v.26 no.4
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    • pp.1-9
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    • 2017
  • The Genetic Algorithm(GA) is a global search algorithm based on biological genetics. It is widely used in various fields such as industrial applications, artificial neural networks, web applications and defense industry. However, conventional Genetic Algorithm has difficulty maintaining feasibility in complicated situations due to its fixed number of chromosomes. This study proposes the Genetic Algorithm using variable chromosome with chromosome attachment. And in order to verify the implication of changing number of chromosomes in the simulation, it applies the Genetic Algorithm using variable chromosome with chromosome attachment to antisubmarine High Value Unit(HVU) escort mission simulation. As a result, the Genetic Algorithm using variable chromosome has produced complex strategies faster than the conventional method, indicating the increase of the number of chromosome during the process.

Analysis of Utilization of Virtual Try on Simulation and Consumers' Preference in Apparel Online Shopping (온라인 의류구매 시 가상착의 시뮬레이션 활용 및 선호도 분석)

  • Lim, Ho-Sun
    • Fashion & Textile Research Journal
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    • v.14 no.1
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    • pp.83-89
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    • 2012
  • Recent rapid development of computer, information communication and Web service technologies is exerting considerable effects on all industrial areas. As such digital technologies are also introduced to the clothing and fashion industry and create 'virtual garment environment' consisting of 3D virtual bodies, virtual garments and virtual try-on systems, consumers are now able to try virtual garments on their virtual body online. This study was conducted in order to analyze consumers' tendency of clothing purchase using 3D virtual simulation technology, which is increasing attention throughout the world, and to propose strategies on the development of virtual try-on technology for activating apparel online shopping. The subjects of this study were men and women aged 18 or older living in the North Carolina State, U.S., and a questionnaire survey was conducted with them on their tendency of apparel online shopping and their preference for real garments and virtual garments. According to the results of this study, consumers' awareness of apparel shopping using virtual try-on was still low. Moreover, in the results of surveying consumers' purchase preference for real garments and virtual garments, preference was highest for real garment (P), which was followed by virtual garments OA, OB and BB. Based on the results of this study, for the activation of apparel online shopping using virtual simulation technology, it is considered necessary to provide services implementing virtual try-on similar to consumers' actual try-on. This requires further active research and technology development on virtual try-on simulation using digital technologies.

Development of a user-friendly training software for pharmacokinetic concepts and models

  • Han, Seunghoon;Lim, Byounghee;Lee, Hyemi;Bae, Soo Hyun
    • Translational and Clinical Pharmacology
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    • v.26 no.4
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    • pp.166-171
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    • 2018
  • Although there are many commercially available training software programs for pharmacokinetics, they lack flexibility and convenience. In this study, we develop simulation software to facilitate pharmacokinetics education. General formulas for time courses of drug concentrations after single and multiple dosing were used to build source code that allows users to simulate situations tailored to their learning objectives. A mathematical relationship for a 1-compartment model was implemented in the form of differential equations. The concept of population pharmacokinetics was also taken into consideration for further applications. The source code was written using R. For the convenience of users, two types of software were developed: a web-based simulator and a standalone-type application. The application was built in the JAVA language. We used the JAVA/R Interface library and the 'eval()' method from JAVA for the R/JAVA interface. The final product has an input window that includes fields for parameter values, dosing regimen, and population pharmacokinetics options. When a simulation is performed, the resulting drug concentration time course is shown in the output window. The simulation results are obtained within 1 minute even if the population pharmacokinetics option is selected and many parameters are considered, and the user can therefore quickly learn a variety of situations. Such software is an excellent candidate for development as an open tool intended for wide use in Korea. Pharmacokinetics experts will be able to use this tool to teach various audiences, including undergraduates.

Web-based Risk Analysis Model for SCM System Construction Using Network Simulation (네트워크 시뮬레이션 방법을 이용한 웹기반의 SCM구조설계의 위험분석모델의 연구)

  • Hwang Heung Suk
    • Proceedings of the Korean Operations and Management Science Society Conference
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    • 2003.05a
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    • pp.923-930
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    • 2003
  • 최근의 정보기술의 급속한 발전과 더불어 대형사업의 성공 및 실패할 확률을 고려한 프로젝트 위험분석 연구가 널리 연구되고 있다. 특히 정보시스템을 기반으로 발전되고 있는 SCM(Supply Chain Management)의 구축사업은 복잡하고 대형프로젝트들로서 계획 초기부터 운영단계에 이르기까지 사업의 성공 및 실패할 확률을 예측함은 매우 중요하다. 본 연구에서는 이러한 SCM구축사업의 위험분석을 위하여 다 속성(Multi-Attribute)구조를 가지는 분석 방법과, 구축사업의 비용, 기간 및 고객 서비스능력 등을 고려한 위험 분석모델을 개발하였으며, 두 가지 방법을 사용하였다. : 1) AHP 방법을 이용한 가중치 방법, 2) SCM 네트웍을 구축하고 방법을 사용하였다. 또한 이를 위한 전산프로그램을 개발하고 실례를 들고 그 결과를 보였다.

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Smart Education System (지능형 교육 시스템)

  • Hong, You-Sik
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.13 no.2
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    • pp.255-260
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    • 2013
  • Nowadays, the intelligent education system has been studied using the self-directed learning ability. It can connect to the online virtual university and it is based on web technology that can be accessed anywhere anyplace. In order to implement the intelligent tutoring system, the student's weak and strong subjects must be first determined in real time, it proposed level learning capabilities and security algorithms in this paper. Moreover, in this paper, to implement the intelligent education tutoring system it proposed qr code and student level learning simulation.

Consideration of Web based CAE Simulation Platform Service (웹 기반 공학 시뮬레이션 플랫폼 서비스의 고찰)

  • Ryu, Gi-Myeong;Shin, Jung-Hun;Cho, Kum-Won;Lee, Jong-Suk Ruth
    • Proceedings of the Korea Information Processing Society Conference
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    • 2016.10a
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    • pp.334-337
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    • 2016
  • 최근 계산과학 분야의 웹 기반 클라우드 시뮬레이션 서비스를 제공하고 있는 해외의 업체들을 중심으로 오픈 소스를 통한 웹 브라우저에서 형상설계와 전후처리, 그리고 해석 수행의 최신 동향을 살펴본다. 또한 온라인상의 방대한 스토리지를 기반으로 사용자들의 해석 진행 과정과 결과의 공유를 통해 의미 있는 데이터를 축적하고, 커뮤니티를 통해 사용자들이 서로 교류하는 환경이 가지는 장점을 살펴보며 이를 바탕으로 앞으로 웹 기반 공학 시뮬레이션 플랫폼 서비스의 진행 방향을 제시한다.

Design and Implementation of Web-based Simulation Tool for 'Digital Circuit Design' (웹기반 '디지털 회로' 시뮬레이션 도구 설계 및 구현)

  • Jang, Se-Hee;Lim, Jin-Suk;Kim, Yung-Sik
    • Proceedings of the Korea Information Processing Society Conference
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    • 2001.04b
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    • pp.1121-1124
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    • 2001
  • 웹기반 학습은 학습자의 자율적인 통제하에서 학습이 이루어지는 특성을 갖고 있다. 학습 컨텐츠와 학습자간의 충분한 대화 즉, 상호작용이 제공되지 않는다면 학습자는 일방적인 학습을 수행하게 되므로 학습에 대한 정확한 이해를 판단할 수가 없다. 이런 문제점을 해결하기 위해서 웹기반 학습의 여러 유형의 컨텐츠중에서 가장 상호작용 요소가 강한 시뮬레이션 형태의 컨텐츠를 이용해서 디지털 회로를 직접 학습자가 설계할 수 있도록 웹기반 시뮬레이션 도구를 설계 및 구현하고자 한다. 이로 인해서 학습자와 학습 컨텐츠간의 쌍방향 대화를 할 수 있는 환경을 제공함으로써 복잡한 디지털 회로에 대한 학습자의 학습 결과에 대한 피드백을 줌으로써 학습자의 학습 성취도를 높일 수 있다.

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Web-based Dynamic-scheduling Simulation Platform for Grid Computing (그리드 컴퓨팅을 위한 웹기반 동적스케줄링 시뮬레이션 플랫폼)

  • Kang Sang-Seong;Kang Oh-Han
    • Proceedings of the Korean Information Science Society Conference
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    • 2006.06a
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    • pp.418-420
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    • 2006
  • 본 논문에서는 그리드 컴퓨팅 환경을 위한 동적 스케줄링 알고리즘을 웹 상에서 시뮬레이션 할 수 있는 그리드 스케줄링 시뮬레이션 플랫폼을 설계하고 구현하였다. 구현한 웹기반 동적 스케줄링 시뮬레이션 플랫폼은 자바 환경의 그리드 스케줄링 툴킷인 GridSim과 GridBroker를 수정하여 시뮬레이션 도구로 활용하였으며 자원 모델링, 작업 모델링, 알고리즘 컴파일을 웹 상에서 수행할 수 있다. 특히, 실시간 자원정보를 활용하는 동적 스케줄링 알고리즘을 지원함으로써 실제 그리드의 특성을 최대한 반영하였다. 구축한 플랫폼은 향후 그리드 연구에 기반구조로 활용될 수 있으며, 스케줄링 기법의 성능 분석을 위한 도구로 사용될 수 있다.

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A Study on the Process Design of Non-Axisymmetric Forging Components (비축대칭 형상의 단조 공정 설계에 관한 연구)

  • Kim, Y.H.;Bae, W.B.;Park, J.H.
    • Journal of the Korean Society for Precision Engineering
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    • v.12 no.10
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    • pp.57-68
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    • 1995
  • An upper bound elemental technique (UBET) program has been developed to predict forging load, die-cavity filling, preform in non-axisymmetric forging. To analyze the process easily, it is suggested that the deformation is divided into two different parts. Those are axisymmetric part in corner, plane-strain part in lateral. The plane-strain and axisymmetric parts are combined by building block method. And the total energy is computed through combination of three deformation parts. A dumbbell-type preform has been obtained from height and volumetric compensations of the billet based on the backward simulation. Experimetns have been carried out with pure plasticine at room temperature. Theoretical predictions are in good agreement with expereimental results.

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Computational Trust and Its Impact over Rational Purchasing Decisions of Internet Users

  • Noh, Sang-Uk
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.4 no.4
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    • pp.547-559
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    • 2010
  • As web-based online communities are rapidly growing, the agents in the communities need to know their measurable belief of trust for safe and successful interactions. In this paper, we propose a computational model of trust resulting from available feedbacks in online communities. The notion of trust can be defined as an aggregation of consensus given a set of past interactions. The average trust of an agent further represents the center of gravity of the distribution of its trustworthiness and untrustworthiness. Furthermore, we precisely describe the relationships among reputation, trust and average trust through concrete examples showing their computations. We apply our trust model to online social networks in order to show how trust mechanisms are involved in the rational purchasing decision-making of buyers and sellers, and we summarize our simulation results.