Agent-Based Modelling of Socio-Technical Systems / Agent-Based Social Systems Bd.9 (PDF)
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Decision makers in large scale interconnected network systems require simulation models for decision support. The behaviour of these systems is determined by many actors, situated in a dynamic, multi-actor, multi-objective and multi-level environment. How can such systems be modelled and how can the socio-technical complexity be captured? Agent-based modelling is a proven approach to handle this challenge.
This book provides a practical introduction to agent-based modelling of socio-technical systems, based on a methodology that has been developed at Delft University of Technology and which has been deployed in a large number of case studies. The book consists of two parts: the first presents the background, theory and methodology as well as practical guidelines and procedures for building models. In the second part this theory is applied to a number of case studies, where for each model the development steps are presented extensively, preparing the reader for creating own models.
- Autoren: Koen H. van Dam , Igor Nikolic , Zofia Lukszo
- 2012, 2013, 268 Seiten, Englisch
- Herausgegeben: Koen H. van Dam, Igor Nikolic, Zofia Lukszo
- Verlag: Springer-Verlag GmbH
- ISBN-10: 9400749333
- ISBN-13: 9789400749337
- Erscheinungsdatum: 08.10.2012
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“Six case studies are presented using the methodology. This is ideal, especially for students to see the process applied to different models in a coherent manner. Graduate students would be able to begin designing a model after reading. … this is a very useful book for those developing (and teaching) agent-based modelling of socio-technical systems and is a step towards developing more useful models for decision-makers.” (Nicole Ronald, Journal of Artificial Societies and Social Simulation, April, 2013)
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