• Title/Summary/Keyword: Modeling

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Fuzzy modeling using transformed input space partitioning

  • You, Je-Young;Lee, Sang-Chul;Won, Sang-Chul
    • 제어로봇시스템학회:학술대회논문집
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    • 1996.10b
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    • pp.494-498
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    • 1996
  • Three fuzzy input space partitoining methods, which are grid, tree, and scatter method, are mainly used until now. These partition methods represent good performance in the modeling of the linear system and nonlinear system with independent modeling variables. But in the case of the nonlinear system with the coupled modeling variables, there should be many fuzzy rules for acquiring the exact fuzzy model. In this paper, it shows that the fuzzy model is acquired using transformed modeling vector by linear transformation of the modeling vector.

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Extraction and Application of Spatial Association Rules: A Case Study for Urban Growth Modeling (공간 연관규칙의 추출과 적용 - 도시성장 예측모델을 사례로 -)

  • 조성휘;박수홍
    • Journal of the Korean Geographical Society
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    • v.39 no.3
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    • pp.444-456
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    • 2004
  • Recently spatial modeling that combined GIS and Cellular Automata(CA) which are based on dynamic process modeling has been discussed and investigated. However, CA-based spatial modeling in previous research only provides the general modeling framework and environment, but lacks of providing simulation or transition rules for modeling. This study aims to propose a methodology for extracting spatial relation rules using GIS and Knowledge Discovery in Database(KDD) methods. This new methodology has great potentials to improve CA-based spatial modeling and is expected to be applied into several examples including urban growth simulation modeling.

A Development of an UML-Based Business Process Modeling Tool Generating Standard-Compliant Workflow Definition Data (표준 워크플로우 정의 데이터를 산출하는 UML 기반 프로세스 모델링 도구 개발)

  • Han Gwan Il;Hwang Tae Il
    • Proceedings of the Korean Operations and Management Science Society Conference
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    • 2003.05a
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    • pp.1085-1092
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    • 2003
  • Proposed in this paper is a standard-compliant business process modeling tool which is based on the UML(Unified Modeling Language) activity diagram and produces an XPDL(XML Process Definition Language) file as an output. The XPDL is a standard process definition exchange format by WfMC(Workflow Management Coalition). To develop an UML/XPDL-based modeling tool, the mapping of modeling elements between activity diagram and XPDL format is conducted after the detailed analysis of each modeling specification. As a result of this mapping, it is revealed that modeling elements of each activity diagram and XPDL must be expanded. So new modeling elements are identified and added to each specification. Based on this mapping, the prototype system is developed, and the usefulness of the developed system is shown through the case study.

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Modeling of the triangle optimum shape in the surface of an Aluminum dome structure (알루미늄 돔 구조물에서 표면의 삼각형 최적 형상 모델링)

  • 이성철;조종두
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 1997.10a
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    • pp.647-650
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    • 1997
  • A complete dome structure is based on a basic dome modeling, and the basic dome modeling affects safety of the dome structure. In other to save the manufacture expenses, an optimum shape modeling of a dome structure is necessary work of before manufacture of the dome. In this study, modeling of the triangle optimum shape in the surface of an aluminum dome is more focused to optimize shape of the dome and save manufacture expenses. After being made the systematic procedure of the basic modeling, the programming work of the procedure is performed. The program is made by C language, and the trust of the program is proved by comparison between output data of the program and basic modeling in PATRAN.

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Geometric Constraint Management for Sweeping and Boolean Operations (스위핑과 불리언 연산에 대한 형상 구속조건 관리)

  • 김웅주;정채봉;김재정
    • Korean Journal of Computational Design and Engineering
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    • v.5 no.4
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    • pp.301-311
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    • 2000
  • For effective part modifications which is necessary in the design process frequently, variational geometric modeling with constraint management being used in a wide. Most variational geometric modeling methods, however, manage just the constraints about sketch elements used for generation of primitives. Thus, not only constraint propagation but also re-build of various modeling operations stored in the modeling history is necessary iota part geometry modifications. Especially, re-build of high-cost Boolean operations is apt to deteriorate overall modeling efficiency abruptly. Therefore, in this paper we proposed an algorithm that can handle all geometric entities of the part directly. For this purpose, we introduced eight type geometric constraints to the various geometric calculations about all geometric entities in sweepings and Boolean operations as well as the existing constraints of the sketch elements. The algorithm has a merit of rapid part geometric modifications through only constraint propagation without rebuild of modeling operations which are necessary in the existing variational geometric modeling method.

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Network-based Feature Modeling in Distributed Design Environment (네트워크 기반 특징형상 모델링)

  • Lee, J.Y.;Kim, H.;Han, S.B.
    • Korean Journal of Computational Design and Engineering
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    • v.5 no.1
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    • pp.12-22
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    • 2000
  • Network and Internet technology opens up another domain for building future CAD/CAM environment. The environment will be global, network-centric, and spatially distributed. In this paper, we present an approach for network-centric feature-based modeling in a distributed design environment. The presented approach combines the current feature-based modeling technique with distributed computing and communication technology for supporting product modeling and collaborative design activities over the network. The approach is implemented in a client/server architecture, in which Web-enabled feature modeling clients, neutral feature model server, and other applications communicate with one another via a standard communication protocol. The paper discusses how the neutral feature model supports multiple views and maintains naming consistency between geometric entities of the server and clients. Moreover, it explains how to minimize the network delay between the server and client according to incremental feature modeling operations.

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A Study on the Modeling for Reducing High-Speed Train KTX's Interior Noise using Active Noise Control Technique (능동소음제어를 이용한 고속철도 KTX의 내소음 저감을 위한 모델링에 관한 연구)

  • Kim, Young-Min;Lee, Kwon-Soon
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.61 no.11
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    • pp.1725-1731
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    • 2012
  • In this paper, experiments were conducted to validate the importance and necessity of modeling. The modeling was performed using 120Hz and 280Hz noise of KTX main interior noise frequency. After the modeling, In order to solve the system instability by the additional path that exists between the control speaker and the error microphone, the secondary path was estimated. Next, simulations were performed to verify the modeling's necessity and importance. Thought the simulation results, we confirmed that the system with the modeling is more effective for noise reduction than without the modeling.

Language Modeling Approaches to Information Retrieval

  • Banerjee, Protima;Han, Hyo-Il
    • Journal of Computing Science and Engineering
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    • v.3 no.3
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    • pp.143-164
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    • 2009
  • This article surveys recent research in the area of language modeling (sometimes called statistical language modeling) approaches to information retrieval. Language modeling is a formal probabilistic retrieval framework with roots in speech recognition and natural language processing. The underlying assumption of language modeling is that human language generation is a random process; the goal is to model that process via a generative statistical model. In this article, we discuss current research in the application of language modeling to information retrieval, the role of semantics in the language modeling framework, cluster-based language models, use of language modeling for XML retrieval and future trends.

A hybrid approach for character modeling using geometric primitives and shape-from-shading algorithm

  • Kazmin, Ismail Khalid;You, Lihua;Zhang, Jian Jun
    • Journal of Computational Design and Engineering
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    • v.3 no.2
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    • pp.121-131
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    • 2016
  • Organic modeling of 3D characters is a challenging task when it comes to correctly modeling the anatomy of the human body. Most sketch based modeling tools available today for modeling organic models (humans, animals, creatures etc) are focused towards modeling base mesh models only and provide little or no support to add details to the base mesh. We propose a hybrid approach which combines geometrical primitives such as generalized cylinders and cube with Shape-from-Shading (SFS) algorithms to create plausible human character models from sketches. The results show that an artist can quickly create detailed character models from sketches by using this hybrid approach.

Job Resource relation-Net Modeling for the Simulation of FMS (유연 생산 시스템의 시뮬레이션을 위한 JR-Net 모델링)

  • Choi, Byoung-Kyu;Han, Kwan-Hee
    • IE interfaces
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    • v.8 no.3
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    • pp.61-73
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    • 1995
  • As the level of maunfacturing system automation increases, the issues of modeling and simulation of AMS(Automated Manufacturing System) are becoming more important. Proposed in this paper is the JR-Net(Job Resource relation-Net) modeling framework which naturally mimics the process of designing an AMS by FA(Factory Automation) engineers. Its main purpose is to provide a modeling tool which facilitate modeling work of AMS for FA engineers unfamiliar with simulation modeling. The proposed modeling scheme is based on the extensive observation that typical AMSs are built from the set of 'standard' components(or catalog items). As an application of the proposed model, two real examples of FMS('G7'FMS model plant, RPI FMS) are modeled by JR-Net, and in case of FMS model plant, a simulation program development procedure using JR-Net modeling results is explained. Finally, simulation result of FMS model plant is analyzed.

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