Literature DB >> 12011409

Endogenizing geopolitical boundaries with agent-based modeling.

Lars-Erik Cederman1.   

Abstract

Agent-based modeling promises to overcome the reification of actors. Whereas this common, but limiting, assumption makes a lot of sense during periods characterized by stable actor boundaries, other historical junctures, such as the end of the Cold War, exhibit far-reaching and swift transformations of actors' spatial and organizational existence. Moreover, because actors cannot be assumed to remain constant in the long run, analysis of macrohistorical processes virtually always requires "sociational" endogenization. This paper presents a series of computational models, implemented with the software package REPAST, which trace complex macrohistorical transformations of actors be they hierarchically organized as relational networks or as collections of symbolic categories. With respect to the former, dynamic networks featuring emergent compound actors with agent compartments represented in a spatial grid capture organizational domination of the territorial state. In addition, models of "tagged" social processes allows the analyst to show how democratic states predicate their behavior on categorical traits. Finally, categorical schemata that select out politically relevant cultural traits in ethnic landscapes formalize a constructivist notion of national identity in conformance with the qualitative literature on nationalism. This "finite-agent method", representing both states and nations as higher-level structures superimposed on a lower-level grid of primitive agents or cultural traits, avoids reification of agency. Furthermore, it opens the door to explicit analysis of entity processes, such as the integration and disintegration of actors as well as boundary transformations.

Year:  2002        PMID: 12011409      PMCID: PMC128600          DOI: 10.1073/pnas.082081099

Source DB:  PubMed          Journal:  Proc Natl Acad Sci U S A        ISSN: 0027-8424            Impact factor:   11.205


  2 in total

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Authors:  P Grim
Journal:  Biosystems       Date:  1996       Impact factor: 1.973

2.  What would be conserved if "the tape were played twice"?

Authors:  W Fontana; L W Buss
Journal:  Proc Natl Acad Sci U S A       Date:  1994-01-18       Impact factor: 11.205

  2 in total
  7 in total

1.  Platforms and methods for agent-based modeling.

Authors:  Nigel Gilbert; Steven Bankes
Journal:  Proc Natl Acad Sci U S A       Date:  2002-05-14       Impact factor: 11.205

Review 2.  From actors to agents in socio-ecological systems models.

Authors:  M D A Rounsevell; D T Robinson; D Murray-Rust
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2012-01-19       Impact factor: 6.237

3.  Causal thinking and complex system approaches in epidemiology.

Authors:  Sandro Galea; Matthew Riddle; George A Kaplan
Journal:  Int J Epidemiol       Date:  2009-10-09       Impact factor: 7.196

4.  Globally networked risks and how to respond.

Authors:  Dirk Helbing
Journal:  Nature       Date:  2013-05-02       Impact factor: 49.962

5.  Social epidemiology and complex system dynamic modelling as applied to health behaviour and drug use research.

Authors:  Sandro Galea; Chris Hall; George A Kaplan
Journal:  Int J Drug Policy       Date:  2008-10-18

6.  Fortune favours the bold: an agent-based model reveals adaptive advantages of overconfidence in war.

Authors:  Dominic D P Johnson; Nils B Weidmann; Lars-Erik Cederman
Journal:  PLoS One       Date:  2011-06-24       Impact factor: 3.240

7.  Social network analysis and agent-based modeling in social epidemiology.

Authors:  Abdulrahman M El-Sayed; Peter Scarborough; Lars Seemann; Sandro Galea
Journal:  Epidemiol Perspect Innov       Date:  2012-02-01
  7 in total

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