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Choosing models of appropriate resolutions for simulation: A MRM Approach

  • Tsinghua University

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Multi-resolution modeling (MRM) is widely used in manufacture industry, environment science (climate, geometry, map), science (material, biology) and so on. Dozens of theories and methods are proposed to MRM. However, most of these MRMs are not designed for simulation, which leads to MRM failures in terms of information loss, consistency maintenance and resolution changes. To solve these failures, this paper introduces Connectororiented Resolution State Chart-based System (CORES): a novel MRM approach with emphasis on choosing appropriate resolutions for simulation. In CORES, Resolution State chart, a UML state chart, is modeled to specify the resolution changes. And Connector, the connection of different resolutions, is proposed as a standby part to fulfill the four requirements on relationships between models of different resolutions. Finally, a dimension-variable linear system is modeled to demonstrate CORES approach, and the numerical results verify our approach.

Original languageEnglish
Title of host publicationAsiaSim 2013 - 13th International Conference on Systems Simulation, Proceedings
PublisherSpringer Verlag
Pages188-199
Number of pages12
ISBN (Print)9783642450365
DOIs
StatePublished - 2013
Externally publishedYes
Event13th International Conference on Systems Simulation, AsiaSim 2013 - , Singapore
Duration: 6 Nov 20138 Nov 2013

Publication series

NameCommunications in Computer and Information Science
Volume402
ISSN (Print)1865-0929

Conference

Conference13th International Conference on Systems Simulation, AsiaSim 2013
Country/TerritorySingapore
Period6/11/138/11/13

Keywords

  • Connector
  • Information difference
  • Multi-resolution modeling (MRM)
  • Resolution control
  • Resolution State chart (ReS chart)

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