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Algorithmic Information Dynamics: A Computational Approach to Causality with Applications to Living Systems - Zenil, Hector, and Kiani, Narsis A, and Tegnér, Jesper
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"Biological systems are extensively studied as interactions forming complex networks. Reconstructing causal knowledge from, and principles of, these networks from noisy and incomplete data is a challenge in the field of systems biology. Based on an online course hosted by the Santa Fe Institute Complexity Explorer, this book introduces the field of Algorithmic Information Dynamics, a model-driven approach to the study and manipulation of dynamical systems . It draws tools from network and systems biology as well as ...

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Algorithmic Information Dynamics: A Computational Approach to Causality with Applications to Living Systems 2023, Cambridge University Press, New York

ISBN-13: 9781108497664

Hardcover