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Elements of a documentation framework for agent-based simulation models
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- Triebig, Cornelia (author)
- Unversity of Würzburg,Artificial Intelligence and Applied Computer Science
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- Klügl, Franziska (author)
- Örebro universitet,Akademin för naturvetenskap och teknik,Modeling and Simulation Research Center
- (creator_code:org_t)
- 2009-05-28
- 2009
- English.
- In: Cybernetics and systems. - London : Taylor & Francis. - 0196-9722 .- 1087-6553. ; 40:5, s. 441-474
- Journal article (peer-reviewed)
Abstract
Subject headings
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- Sufficient and appropriate documentation of a simulation model forms an essential prerequisite for quality assessment as well as for activities of maintenance, reuse or reproduction of the model and its results. This is true for every simulation paradigm. However, in particular for agent-based simulations with their high degree of freedom in design, their usually complex behavior and interactions, high level of detail and heterogeneity, etc, documentation becomes indispensable, but also problematic.This paper contributes to general advancement of the methodological basis of agent-based simulations by presenting a structured way of documenting agent-based simulation models. We propose a documentation framework that consists of six different categories of model information: metadata, informal model characterization, model contents, expected simulation behavior, experimental frame and passed tests.
Subject headings
- NATURVETENSKAP -- Data- och informationsvetenskap -- Annan data- och informationsvetenskap (hsv//swe)
- NATURAL SCIENCES -- Computer and Information Sciences -- Other Computer and Information Science (hsv//eng)
- NATURVETENSKAP -- Data- och informationsvetenskap (hsv//swe)
- NATURAL SCIENCES -- Computer and Information Sciences (hsv//eng)
Keyword
- TECHNOLOGY
- TEKNIKVETENSKAP
- Other information technology
- Övrig informationsteknik
- Information technology
- Informationsteknik
- Computer and Systems Science
- Datalogi
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- ref (subject category)
- art (subject category)
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