Agent-based Modelling and Simulation in the Social and Human Sciences

Denis Phan - Collection GEMAS Studies in Social Analysis

448 pages, parution le 01/09/2007

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Résumé

This volume brings together contributions from leading researchers in the field of agent-based modelling and simulation. This approach has grown out of some recent and innovative ideas in the social sciences, computer sciences, life sciences, physics and game theory. It is proving helpful in understanding complexity in many domains. The opportunities it offers to explore the experimental approach to social and human behaviour is proving of theoretical and empirical value across a wide range of fields.

With contributions from researchers whose work has served to define this new field such as Nigel Gilbert, Robert Axtell (in economics and social science) and Jacques Ferber (in multi-agent systems), as well as practitioners who are working at the cutting edge of the new domain, this collection of essays has been assembled by two of its leading exponents: Frédéric Amblard and Denis Phan.

The research, case studies and theoretical approaches discussed in this book are designed to introduce beginners and experts alike to the current state of play in this new and exciting field of social science.

L'auteur - Denis Phan

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Sommaire

Introduction - Frédéric Amblard and Denis Phan
Multi-agent Concepts and Methodologies - Jacques Ferber
Introduction to Discrete Event Modelling and Simulation - Eric Ramat
Exploring Models by Simulation: Application to Sensitivity Analysis - Vincent Ginot and Hervé Monod
Assessment and Validation of Multi-agent Models - Frédéric Amblard, Pierre Bommel and Juliette Rouchier
Computational Social Science: Agent-based Social Simulation - Nigel Gilbert
The End of the Beginning for Multi-agent Systems Social Science - Robert Axtell
Agent Models in Urban Geography - Lena Sanders
Towards an Epistemology of Multi-agent Simulation in Social Sciences - Pierre Livet
Modelling With and For Stakeholders - Nils Ferrand
From Networks of Automata to Agent-based Models: Discrete Choices with Social Influence - Denis Phan
Modelling, Implementing and Exploring Agent-based Models: An Example - Gilles Daniel
An Introduction to UML for Modelling in the Human and Social Sciences - Pierre Bommel and Jean-Pierre Müller
Comparison of Three Implementations of Schelling's Spatial Segregation Model - Eric Daude and Patrice Langlois
Emergence in Multi-agent Systems: Conceptual and Methodological Issues - Jean Louis Dessalles, Jean Pierre Müller and Denis Phan

Appendix 1 - Epistemology in a Nutshell: Theory, Model, Simulation and Experiment - Denis Phan, Anne-Françoise Schmid and Franck Varenne
Appendix 2 - Philosophy of Social Science in a Nutshell: From Discourse to Model and Experiment - Michel Dubois and Denis Phan

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Caractéristiques techniques

	PAPIER
Éditeur(s)	Bardwell
Auteur(s)	Denis Phan
Collection	GEMAS Studies in Social Analysis
Parution	01/09/2007
Nb. de pages	448
Couverture	Broché
Intérieur	Noir et Blanc
EAN13	9781905622016
ISBN13	978-1-905622-01-6