A generic testing framework for agent-based simulation models

被引:16
|
作者
Gurcan, O. [1 ,2 ]
Dikenelli, O. [1 ]
Bernon, C. [2 ]
机构
[1] Ege Univ, TR-35100 Izmir, Bornova, Turkey
[2] Univ Toulouse 3, F-31062 Toulouse, France
关键词
agent-based modelling and simulation; model testing; verification and validation; COMPLEX-SYSTEMS;
D O I
10.1057/jos.2012.26
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Agent-based modelling 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.
引用
收藏
页码:183 / 201
页数:19
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