Agent-Based Modelling of Socio-Technical Systems

ISBN-13: 9789400749320 / Angielski / Twarda / 2012 / 268 str.

Koen H. Van Dam; Igor Nikolic; Zofia Lukszo

Opis

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 TU Delft 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.

Recenzje

From the reviews:

"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)

Spis treści

Foreword by Prof Nigel Gilbert

Preface by the Editors

Contributors

1 Introduction; G.P.J. Dijkema, Z. Lukszo and M.P.C. Weijnen

Part I Theory and Practice
2 Theory; I. Nikolic and J. Kasmire
3 Practice; I. Nikolic, K.H. van Dam and J. Kasmire

Part II Case studies
4 Introduction to the Case Studies; K.H. van Dam, I. Nikolic and Z. Lukszo
5 Agent-Based Models of Supply Chains; B. Behdani, K.H. van Dam and Z. Lukszo
6 An Agent-Based Model of Consumer Lighting; E.J.L. Chappin and M.R. Afman
7 An Agent-Based Model of CO2 Policies and Electricity Generation; E.J.L. Chappin and G.P.J. Dijkema
8 An Agent-Based Model of a Mobile Phone Production, Consumption and Recycling Network; L.A. Bollinger, C.B. Davis and I. Nikolic
9 Next Steps in Modelling Socio-Technical Systems: Towards Collaborative Modelling; A. Chmieliauskas, C.B. Davis and L.A. Bollinger

Index

Blurb

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.