Testing Methodology for Devs Models in Cadmium

The practice of testing in modeling and simulation software development can be a very lengthy and tedious process but is arguably one of the most important phases in the software development lifecycle. As the complexity of a simulation model increases, so does the amount of testing to thoroughly verify and validate and to achieve adequate quality assurance of the software. This paper introduces a testing framework that is used to assist in proving the validity of DEVS atomic models in the open-source simulation tool Cadmium. Furthermore, this framework utilizes the ChatGPT Application Programming Interface (API) to help lighten the workload involved in testing those DEVS atomic models. We show how to use the framework using the Cadmium simulator to show the effectiveness of the framework.

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Publication Details

Published
2024-12-15
DOI
https://doi.org/10.1109/wsc63780.2024.10838817
Primary Topic
Nuclear Materials and Properties
Type
article
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article

Testing Methodology for Devs Models in Cadmium

Gabriel Wainer, Curtis Edward Winstanley
Nuclear Materials and Properties
article

Testing Methodology for Devs Models in Cadmium

Gabriel Wainer, Curtis Edward Winstanley
article en

Abstract

The practice of testing in modeling and simulation software development can be a very lengthy and tedious process but is arguably one of the most important phases in the software development lifecycle. As the complexity of a simulation model increases, so does the amount of testing to thoroughly verify and validate and to achieve adequate quality assurance of the software. This paper introduces a testing framework that is used to assist in proving the validity of DEVS atomic models in the open-source simulation tool Cadmium. Furthermore, this framework utilizes the ChatGPT Application Programming Interface (API) to help lighten the workload involved in testing those DEVS atomic models. We show how to use the framework using the Cadmium simulator to show the effectiveness of the framework.

Carleton University (CA)
Openalex Percentile: Top 83%
Nuclear Materials and Properties
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