Modelling Multi-stakeholder Systems: A Case Study

A contemporary governance challenge for governments concerns the biogas domain: what incentives and policies can lead to a viable biogas economy? To support addressing this challenge, a prototype of a simulator is constructed in which horizontal governance is applied in a multi-stakeholder context. This paper reports on the modelling and knowledge acquisition that led to the development of that prototype. Rather than (re)inventing tooling, three available agent-based modelling approaches are combined: the MAIA meta-model, OperA and GENIUS, with Agents cape as the agent-based middleware for the realisation of the simulator. The resulting simulator has been validated by biogas experts from Alliander (NL-based energy network company), leading to confirmation that our combined approach was useful for the analysis of this multi-stakeholder domain.

[1]  Charles M. Macal,et al.  Tutorial on agent-based modelling and simulation , 2005, Proceedings of the Winter Simulation Conference, 2005..

[2]  Sarit Kraus,et al.  GENIUS: AN INTEGRATED ENVIRONMENT FOR SUPPORTING THE DESIGN OF GENERIC AUTOMATED NEGOTIATORS , 2012, Comput. Intell..

[3]  Peter T. Manicas,et al.  A history and philosophy of the social sciences , 1988 .

[4]  Roberto Berchi,et al.  A comparison of simulation models applied to epidemics , 2002, J. Artif. Soc. Soc. Simul..

[5]  A. Rubinstein Perfect Equilibrium in a Bargaining Model , 1982 .

[6]  A. Kellerman,et al.  The Constitution of Society : Outline of the Theory of Structuration , 2015 .

[7]  Jorge J. Gómez-Sanz,et al.  The INGENIAS Methodology and Tools , 2005 .

[8]  Ciarán Bryce A Security Framework for a Mobile Agent System , 2000, ESORICS.

[9]  F. Scharpf Games Real Actors Play: Actor-centered Institutionalism In Policy Research , 1997 .

[10]  Frances M. T. Brazier,et al.  A WS-Agreement Based Resource Negotiation Framework for Mobile Agents , 2006, Scalable Comput. Pract. Exp..

[11]  Nicholas R. Jennings,et al.  The Gaia Methodology for Agent-Oriented Analysis and Design , 2000, Autonomous Agents and Multi-Agent Systems.

[12]  Frances M. T. Brazier,et al.  Scalable Middleware Environment for Agent-Based Internet Applications , 2004, PARA.

[13]  Huib Aldewereld,et al.  OperettA: Organization-Oriented Development Environment , 2010, MALLOW.

[14]  E. Ostrom,et al.  Rules, Games, and Common-Pool Resources , 1994 .

[15]  Pieter W. G. Bots,et al.  MAIA: a Framework for Developing Agent-Based Social Simulations , 2013, J. Artif. Soc. Soc. Simul..

[16]  Juan Pavón,et al.  Agent-Based Simulation Replication: A Model Driven Architecture Approach , 2005, MICAI.

[17]  E. Ostrom Understanding Institutional Diversity , 2005 .

[18]  Li Jun-peng,et al.  What are Social Mechanisms , 2012 .

[19]  Christophe Le Page,et al.  Cormas: Common-Pool Resources and Multi-agent Systems , 1998, IEA/AIE.

[20]  M. V. Dignum,et al.  A Model for Organizational Interaction: based on Agents, founded in Logic , 2000 .

[21]  Frances M. T. Brazier,et al.  A Security Framework for a Mobile Agent System , 2002 .

[22]  Sarit Kraus,et al.  Genius: negotiation environment for heterogeneous agents , 2009, AAMAS.

[23]  Anthony Giddens,et al.  Social Theory Today , 1987 .

[24]  Michael J. North,et al.  Tutorial on agent-based modelling and simulation , 2005, Proceedings of the Winter Simulation Conference, 2005..

[25]  International Foundation for Autonomous Agents and MultiAgent Systems ( IFAAMAS ) , 2007 .