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Markov Chain Aggregation for Agent-Based Models|Sven Banisch

Markov Chain Aggregation for Agent-Based Models

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Overview

Introduction.- Background and Concepts.- Agent-based Models as Markov Chains.- The Voter Model with Homogeneous Mixing.- From Network Symmetries to Markov Projections.- Application to the Contrarian Voter Model.- Information-Theoretic Measures for the Non-Markovian Case.- Overlapping Versus Non-Overlapping Generations.- Aggretion and Emergence: A Synthesis.- Conclusion.

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Details

  • ISBN-13: 9783319796918
  • ISBN-10: 3319796917
  • Publisher: Springer
  • Publish Date: March 2018
  • Dimensions: 9.21 x 6.14 x 0.45 inches
  • Shipping Weight: 0.67 pounds
  • Page Count: 195

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