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Markov Chain Aggregation for Agent-Based Models (Understanding Complex Systems) (Paperback)

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Description


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.

Product Details
ISBN: 9783319796918
ISBN-10: 3319796917
Publisher: Springer
Publication Date: March 30th, 2018
Pages: 195
Language: English
Series: Understanding Complex Systems