A generic testing framework for agent-based simulation models

Kitapta bölümler > Diğer · 2014

Yazarlar: Ö Gürcan, Oğuz DİKENELLİ, C. Bernon

Agent-Based Modeling and Simulation, Diğer, Palgrave Macmillan, B, Uluslararası, 2014, ss 231-270, ,

DOI: 10.1057/9781137453648_12

Özet

Agent-based modeling and simulation (ABMS) had an increasing attention during the last decade. However, the weak validation and verification of agent-based simulation models makes ABMS hard to trust. There is no comprehensive tool set for verification and validation of agent-based simulation models, which demonstrates that inaccuracies exist and/or reveals the existing errors in the model. Moreover, on the practical side, many ABMS frameworks are in use. In this sense, we designed and developed a generic testing framework for agent-based simulation models to conduct validation and verification of models. This paper presents our testing framework in detail and demonstrates its effectiveness by showing its applicability on a realistic agent-based simulation case study.

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