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Markov Chain Aggregation for Agent-Based Models

Markov Chain Aggregation for Agent-Based Models

Hardcover

Series: Understanding Complex Systems

Technology & EngineeringGeneral MathematicsGeneral Science

ISBN10: 3319248758
ISBN13: 9783319248752
Publisher: Springer
Published: Jan 5 2016
Pages: 195
Weight: 1.05
Height: 0.50 Width: 6.14 Depth: 9.21
Language: English
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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Banisch, Sven

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General Science