Multi resolution modeling

Rabelo, Luis; Kim, Kiyoul; Park, Tae Woong; Pastrana, John; Marin, Mario; Lee, Gene; Nagadi, Khalid; Ibrahim, Bibi; Gutiérrez, Edgar

doi:10.1109/wsc.2015.7408362

Cited by 10 publications

(13 citation statements)

References 12 publications

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“…For this purpose, COTS simulators were utilized. The simulations were connected through the HLA/RunTime Infrastructure (RTI) [6,23,24]…”

Section: Example Of An Mrm Systemmentioning

confidence: 99%

“…When the unit leaves the polygon board again, MASA Sword can regain control of its units and have the aggregate function used to have the unit automatically. This MRM system also uses a "geographic trigger" and a "timeline function" to build a time trigger for the simulation that is on the MASA Sword platform [6,19]. The "timeline" is a feature that allows individual units to place a specific order at a specific time.…”

Section: Mrm Scenariomentioning

confidence: 99%

“…Building an integrated family of two or more mutually consistent models of the same phenomena at different levels of resolution. Kim et al [6] state that an MRM approach can be conceptualized with this definition. The different levels of resolution could be implemented into a single model or family of models.…”

mentioning

confidence: 99%

“…Rabelo [7] stated that "the reason is that the MRM approach should be implemented in a hierarchical structure to support the definition of aggregate and disaggregate levels of models in a simulation" (Figure 2). Kim et al [6] state that an MRM approach can be conceptualized with this definition. The different levels of resolution could be implemented into a single model or family of models.…”

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confidence: 99%

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Multiple Resolution Modeling: A Particular Case of Distributed Simulation

2020

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Multiple resolution modeling (MRM) is the future of distributed simulation. This article describes different definitions and notions related to MRM. MRM is a relatively new research area, and there is a demand for simulator integration from a modeling complexity point of view. This article also analyzes a taxonomy based on the experience of the researchers in detail. Finally, an example that uses the high-level architecture (HLA) is explained to illustrate the above definitions and, in particular, to look at the problems that are common to these distributed simulation configurations. The steps required to build an MRM distributed simulation system are introduced. The conclusions describe the lessons learned for this unique form of distributed simulation.

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“…For this purpose, COTS simulators were utilized. The simulations were connected through the HLA/RunTime Infrastructure (RTI) [6,23,24]…”

Section: Example Of An Mrm Systemmentioning

confidence: 99%

Section: Mrm Scenariomentioning

confidence: 99%

mentioning

confidence: 99%

mentioning

confidence: 99%

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Multiple Resolution Modeling: A Particular Case of Distributed Simulation

2020

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“…The hierarchy depicts varying levels of resolution with multiple factors to be considered in describing each model's resolution. 1,2 The level with highest resolution exists at the base and transforms into a more-aggregate (lower resolution) level at the top of the pyramid. The wider base of the triangle in Figure 1 suggests that more models exist at higher resolutions.…”

Section: Introductionmentioning

confidence: 99%

Better analysis using the models and simulations hierarchy

Gallagher

Hackman

Lad

2018

Journal of Defense Modeling & Simulation

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We review the hierarchy of models and simulations (M&S) that categorize analysis of conflict. We build on this M&S hierarchy to provide a framework to assess the tools, data, people, processes, and partnerships. The framework provides a means to assess the analytic ability of an organization, describes the resolution and scopes of the parts of the system (tools or people, for examples), or can characterize the scope, applicability, and rigor of a particular study. We examine the process of incorporating the results from a model at one level of the hierarchy into a model at another hierarchy level, either more-aggregate or higher-resolution. Firstly, we describe the process of incorporating results from moreaggregate models as inputs in a higher-resolution model, which is often done to set the context. Then, we present information on the process of using the results of higher-resolution models as inputs in more-aggregate models.

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