Elements of a documentation framework for agent-based simulation models

Triebig, Cornelia (författare): Unversity of Würzburg,Artificial Intelligence and Applied Computer Science

Klügl, Franziska (författare): Örebro universitet,Akademin för naturvetenskap och teknik,Modeling and Simulation Research Center

(creator_code:org_t)

2009-05-28
2009
Engelska.
Ingår i: Cybernetics and systems. - London : Taylor & Francis. - 0196-9722 .- 1087-6553. ; 40:5, s. 441-474

Relaterad länk:: https://urn.kb.se/re...; visa fler...; https://doi.org/10.1...; visa färre...

Abstract Ämnesord

Stäng

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.

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)

Om ämnet

NATURVETENSKAP: NATURVETENSKAP; och Data och informa ...; och Annan data och i ...

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