DocumentCode :
695052
Title :
Validation of Agent-Based Urban Policy Models by Means of State Space Analysis
Author :
Piera, Miquel Angel ; Buil, Roman ; Ginters, Egils
Author_Institution :
Dept. de Telecomunicacio i Eng. de Sist., Univ. Autonoma de Barcelona, Barcelona, Spain
fYear :
2013
fDate :
10-13 Sept. 2013
Firstpage :
403
Lastpage :
408
Abstract :
Simulation trust is a critical issue to foster e-participation in the new e-governance framework in which it is expected to increase citizen´s participation in the design or urban policies. In social science, no firm conclusions have been reached on the appropriate way to verify or validate Agent Based Models, due to several aspects, such as agent capacity to take decisions autonomously. This paper considers some of the difficulties in establishing verification and validation of agent based models, and proposes the use of coloured petri net formalism to specify agent behaviour in order to check if the model looks logical and the model behaves logical. Model plausibility is used to express the conformity of the model with a priori knowledge about the process. The proposed methodology has been applied in the European Future Policy Modelling project (www.fupol.eu) to create trust and increase the credibility of the agent based models developed to foster e-participation in the design of urban policies by means of simulation techniques.
Keywords :
Petri nets; formal verification; government data processing; government policies; multi-agent systems; state-space methods; town and country planning; trusted computing; European Future Policy Modelling project; V&V; agent-based urban policy model validation; coloured Petri net formalism; e-governance; e-participation; model plausibility; multiagent systems; state space analysis; trust; verification and validation; Biological system modeling; Color; Computational modeling; Object oriented modeling; Predictive models; Urban policy; agents; model validation; petri net; state space;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Modelling and Simulation (EUROSIM), 2013 8th EUROSIM Congress on
Conference_Location :
Cardiff
Type :
conf
DOI :
10.1109/EUROSIM.2013.77
Filename :
7004977
Link To Document :
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