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Software Process Simulation Modelling: A Multi Agent-Based Simulation Approach
Blekinge Institute of Technology, School of Engineering, Department of Systems and Software Engineering.
2008 (English)Independent thesis Advanced level (degree of Master (One Year))Student thesis
Abstract [en]

In this research we present one of the first actual applications of Multi Agent-Based Simulation (MABS) to the field of software process simulation modelling (SPSM). Although a few previous applications were attempted, we explain in our literature review how these failed to take full advantage of the agency paradigm. Our research resulted in a model of the software development process that integrates performance, cognition and artefact quality, for which we built a common simulation framework to implement and run MABS and System Dynamics (SD) simulators upon the same integrated models. Although it is not possible to fully verify and validate implementations and models like ours, we used a number of verification and validation techniques to increase our confidence in these. Our work is also quite unique in that it compares MABS to SD in the context of SPSM. Here, we uncovered quite interesting properties of each simulation approach and how MABS, for example, is "risk averse" when compared to SD. In our discussion section we also present a number of lessons learned regarding the two simulation paradigms as well as various shortcomings in the models we adopted and our own.

Place, publisher, year, edition, pages
2008. , 60 p.
Keyword [en]
Software Process Simulation Modelling, Multi Agent-Based Simulation, System Dynamics
National Category
Computer Science Production Engineering, Human Work Science and Ergonomics Software Engineering
Identifiers
URN: urn:nbn:se:bth-5787Local ID: oai:bth.se:arkivex944F942929CD8E9FC12573ED0069B353OAI: oai:DiVA.org:bth-5787DiVA: diva2:833189
Uppsok
Social and Behavioural Science, Law
Supervisors
Available from: 2015-04-22 Created: 2008-02-12 Last updated: 2015-06-30Bibliographically approved

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Department of Systems and Software Engineering
Computer ScienceProduction Engineering, Human Work Science and ErgonomicsSoftware Engineering

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CiteExportLink to record
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Citation style
  • apa
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