Methodological Investigations in Agent-Based Modelling - With Applications for the Social Sciences

This open access book examines the methodological complications of using complexity science concepts within the social science domain. The opening chapters take the reader on a tour through the development of simulation methodologies in the fields of artificial life and population biology, then demonstrates the growing popularity and relevance of these methods in the social sciences. Following an in-depth analysis of the potential impact of these methods on social science and social theory, the text provides substantive examples of the application of agent-based models in the field of demography. This work offers a unique combination of applied simulation work and substantive, in-depth philosophical analysis, and as such has potential appeal for specialist social scientists, complex systems scientists, and philosophers of science interested in the methodology of simulation and the practice of interdisciplinary computing research.

Table des matières

Part I Agent-Based Models: 1 Introduction.- 2 Simulation and Artificial Life.- 3 Making the Artificial Real.- 4 Modelling in Population Biology.- Part II Modelling Social Systems: 5 Modelling for the Social Sciences.- 6 Analysis: Frameworks and Theories.- 7 Schelling: A Success for Simplicity.- 8 Conclusions Part III Case Study: Simulation in Demography.- 9 Modelling in Demography: From Statistics to Simulations.- 10 Model-Based Demography in Practice: I.- 11 Model-Based Demography in Practice: II.- 12 Conclusions.

Résumé

This open access book provides an innovative and comprehensive philosophical analysis of simulation methodology in the social sciencesIn-depth examination of the use of agent-based models across disciplinesIncludes cutting-edge work on agent-based models applied to population studies

Détails du produit

• Auteurs: Eric Silverman
• Edition: Springer, Berlin
• Langues: Anglais
• Format d'édition: Livre Relié
• Sortie: 01.01.2018
• EAN: 9783319724065
• ISBN: 978-3-31-972406-5
• Pages: 235
• Dimensions: 161 mm x 244 mm x 20 mm
• Poids: 550 g
• Illustrations: XXIII, 235 p. 18 illus.
• Thèmes: Methodos Series; Methodos Series
• Catégories: Sciences sociales, droit, économie > Sociologie; B, computer science, Philosophy of Science, biotechnology, Social Sciences, Social & political philosophy, Methodology of the Social Sciences, Philosophy and science, Population & demography, Computer simulation, Computer modelling & simulation, Simulation and Modeling, Demography, Population and Demography, Philosophy of the Social Sciences, Philosophy and social sciences