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Cambridge University Press Cambridge Algorithmic Information Dynamics - Systems Biology

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£58.79 £54.27 £55.26 £56.24 £57.23 £58.21 £59.20 25 July 2026 31 July 2026 07 August 2026 14 August 2026 21 August 2026
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Description

Explore the field of Algorithmic Information Dynamics through this comprehensive text from Cambridge University Press. Based on an online course from the Santa Fe Institute Complexity Explorer, this book offers a model-driven approach to studying and manipulating dynamical systems. It addresses the significant challenge in systems biology of reconstructing causal knowledge from noisy and incomplete data within complex networks. By drawing on tools from network and systems biology, information theory, complexity science, and dynamical systems, this work provides a framework for understanding biological systems as interacting networks. It is an essential resource for those studying the principles of living systems and the computational methods used to analyze them.

Key Features

This book by Cambridge University Press introduces Algorithmic Information Dynamics as a model-driven approach to dynamical systems.

The content is based on an online course hosted by the Santa Fe Institute Complexity Explorer.

Learn to reconstruct causal knowledge from noisy and incomplete data within complex biological networks.

The text integrates tools from information theory, complexity science, and dynamical systems to study natural systems.

It applies network and systems biology principles to the study of interacting biological networks.

Product Specifications

Format
hardcover
Domain
Amazon UK
Release Date
25 May 2023
Listed Since
08 December 2022

Barcode

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